Overview

Dataset info

Number of variables 435
Number of observations 59054
Total Missing (%) 25.2%
Total size in memory 196.0 MiB
Average record size in memory 3.4 KiB

Variables types

Numeric 204
Categorical 31
Boolean 1
Date 0
Text (Unique) 0
Rejected 199
Unsupported 0

Warnings

  • C1 is highly skewed (γ1 = 23.481) Skewed
  • C10 is highly correlated with C8 (ρ = 0.99693) Rejected
  • C11 is highly correlated with C10 (ρ = 0.95828) Rejected
  • C12 is highly correlated with C11 (ρ = 0.9193) Rejected
  • C13 has 3437 / 5.8% zeros Zeros
  • C14 is highly correlated with C11 (ρ = 0.96383) Rejected
  • C2 is highly correlated with C1 (ρ = 0.9955) Rejected
  • C3 is highly skewed (γ1 = 72.248) Skewed
  • C3 has 58820 / 99.6% zeros Zeros
  • C4 is highly correlated with C2 (ρ = 0.97363) Rejected
  • C5 has 37236 / 63.1% zeros Zeros
  • C6 is highly correlated with C4 (ρ = 0.96537) Rejected
  • C7 is highly correlated with C2 (ρ = 0.94252) Rejected
  • C8 is highly correlated with C7 (ρ = 0.98343) Rejected
  • C9 is highly correlated with C5 (ρ = 0.92816) Rejected
  • D1 has 27927 / 47.3% zeros Zeros
  • D10 has 7590 / 12.9% missing values Missing
  • D10 has 22283 / 37.7% zeros Zeros
  • D11 has 27961 / 47.3% missing values Missing
  • D11 has 11157 / 18.9% zeros Zeros
  • D12 is highly correlated with D6 (ρ = 0.98209) Rejected
  • D13 has 52755 / 89.3% missing values Missing
  • D13 has 4966 / 8.4% zeros Zeros
  • D14 has 52750 / 89.3% missing values Missing
  • D14 has 4617 / 7.8% zeros Zeros
  • D15 has 8894 / 15.1% missing values Missing
  • D15 has 17409 / 29.5% zeros Zeros
  • D2 is highly correlated with D1 (ρ = 0.9806) Rejected
  • D3 has 26281 / 44.5% missing values Missing
  • D3 has 7336 / 12.4% zeros Zeros
  • D4 has 16778 / 28.4% missing values Missing
  • D4 has 16676 / 28.2% zeros Zeros
  • D5 has 30861 / 52.3% missing values Missing
  • D5 has 6564 / 11.1% zeros Zeros
  • D6 is highly correlated with D4 (ρ = 0.95759) Rejected
  • D7 is highly correlated with D5 (ρ = 0.98233) Rejected
  • D8 has 51523 / 87.2% missing values Missing
  • D9 has 51523 / 87.2% missing values Missing
  • DeviceInfo has 47214 / 80.0% missing values Missing
  • DeviceInfo has a high cardinality: 810 distinct values Warning
  • DeviceType has 44887 / 76.0% missing values Missing
  • M1 has 27155 / 46.0% missing values Missing
  • M2 has 27155 / 46.0% missing values Missing
  • M3 has 27155 / 46.0% missing values Missing
  • M4 has 28115 / 47.6% missing values Missing
  • M5 has 35088 / 59.4% missing values Missing
  • M6 has 16981 / 28.8% missing values Missing
  • M7 has 34618 / 58.6% missing values Missing
  • M8 has 34615 / 58.6% missing values Missing
  • M9 has 34615 / 58.6% missing values Missing
  • P_emaildomain has 9395 / 15.9% missing values Missing
  • P_emaildomain has a high cardinality: 60 distinct values Warning
  • R_emaildomain has 45327 / 76.8% missing values Missing
  • R_emaildomain has a high cardinality: 59 distinct values Warning
  • TransactionDT is highly correlated with TransactionID (ρ = 0.99827) Rejected
  • TransactionID is highly correlated with index (ρ = 1) Rejected
  • V1 has 27961 / 47.3% missing values Missing
  • V1 is highly skewed (γ1 = -124.68) Skewed
  • V10 has 27961 / 47.3% missing values Missing
  • V10 has 16991 / 28.8% zeros Zeros
  • V100 has 49519 / 83.9% zeros Zeros
  • V101 is highly correlated with V97 (ρ = 0.91254) Rejected
  • V102 is highly correlated with V101 (ρ = 0.93263) Rejected
  • V103 is highly correlated with V102 (ρ = 0.99367) Rejected
  • V104 has 56407 / 95.5% zeros Zeros
  • V105 is highly correlated with V103 (ρ = 0.93215) Rejected
  • V106 is highly correlated with V105 (ρ = 0.96138) Rejected
  • V107 is highly skewed (γ1 = -58.894) Skewed
  • V11 is highly correlated with V10 (ρ = 0.96606) Rejected
  • V111 is highly skewed (γ1 = 29.927) Skewed
  • V112 is highly skewed (γ1 = 21.596) Skewed
  • V113 is highly correlated with V111 (ρ = 0.92723) Rejected
  • V118 is highly skewed (γ1 = 22.699) Skewed
  • V12 has 7599 / 12.9% missing values Missing
  • V12 has 23054 / 39.0% zeros Zeros
  • V126 is highly correlated with V103 (ρ = 0.9124) Rejected
  • V127 is highly correlated with V126 (ρ = 0.92687) Rejected
  • V128 is highly correlated with V127 (ρ = 0.99084) Rejected
  • V129 is highly skewed (γ1 = 159.33) Skewed
  • V129 has 55769 / 94.4% zeros Zeros
  • V13 is highly correlated with V12 (ρ = 0.92525) Rejected
  • V130 is highly skewed (γ1 = 37.198) Skewed
  • V130 has 40287 / 68.2% zeros Zeros
  • V131 is highly skewed (γ1 = 81.958) Skewed
  • V131 has 49519 / 83.9% zeros Zeros
  • V132 is highly correlated with V128 (ρ = 0.91478) Rejected
  • V133 is highly correlated with V132 (ρ = 0.93401) Rejected
  • V134 is highly correlated with V133 (ρ = 0.99329) Rejected
  • V135 is highly skewed (γ1 = 38.062) Skewed
  • V135 has 56407 / 95.5% zeros Zeros
  • V136 has 54810 / 92.8% zeros Zeros
  • V137 is highly correlated with V136 (ρ = 0.92519) Rejected
  • V138 has 50906 / 86.2% missing values Missing
  • V138 is highly skewed (γ1 = 27.775) Skewed
  • V138 has 7998 / 13.5% zeros Zeros
  • V139 has 50906 / 86.2% missing values Missing
  • V139 has 2223 / 3.8% zeros Zeros
  • V14 has 7599 / 12.9% missing values Missing
  • V14 is highly skewed (γ1 = -41.38) Skewed
  • V140 is highly correlated with V139 (ρ = 0.96167) Rejected
  • V141 has 50906 / 86.2% missing values Missing
  • V141 has 7854 / 13.3% zeros Zeros
  • V142 has 50906 / 86.2% missing values Missing
  • V142 has 7847 / 13.3% zeros Zeros
  • V143 is highly correlated with V134 (ρ = 0.90981) Rejected
  • V144 has 50905 / 86.2% missing values Missing
  • V144 has 6230 / 10.5% zeros Zeros
  • V145 is highly correlated with V144 (ρ = 0.95383) Rejected
  • V146 has 50906 / 86.2% missing values Missing
  • V146 has 7461 / 12.6% zeros Zeros
  • V147 is highly correlated with V146 (ρ = 0.97191) Rejected
  • V148 has 50906 / 86.2% missing values Missing
  • V148 has 2223 / 3.8% zeros Zeros
  • V149 is highly correlated with V148 (ρ = 0.98368) Rejected
  • V15 has 7599 / 12.9% missing values Missing
  • V15 has 45134 / 76.4% zeros Zeros
  • V150 is highly correlated with V145 (ρ = 0.98242) Rejected
  • V151 is highly correlated with V150 (ρ = 0.9726) Rejected
  • V152 is highly correlated with V151 (ρ = 0.93637) Rejected
  • V153 is highly correlated with V149 (ρ = 0.93213) Rejected
  • V154 is highly correlated with V153 (ρ = 0.98965) Rejected
  • V155 is highly correlated with V154 (ρ = 0.94946) Rejected
  • V156 is highly correlated with V155 (ρ = 0.9859) Rejected
  • V157 is highly correlated with V156 (ρ = 0.92148) Rejected
  • V158 is highly correlated with V157 (ρ = 0.98293) Rejected
  • V159 is highly correlated with V151 (ρ = 0.9623) Rejected
  • V16 is highly correlated with V15 (ρ = 0.99136) Rejected
  • V160 is highly correlated with V151 (ρ = 0.90723) Rejected
  • V161 has 50906 / 86.2% missing values Missing
  • V161 has 7854 / 13.3% zeros Zeros
  • V162 has 50906 / 86.2% missing values Missing
  • V162 has 7826 / 13.3% zeros Zeros
  • V163 is highly correlated with V162 (ρ = 0.90579) Rejected
  • V164 is highly correlated with V143 (ρ = 0.99484) Rejected
  • V165 has 50905 / 86.2% missing values Missing
  • V165 has 6206 / 10.5% zeros Zeros
  • V166 has 50905 / 86.2% missing values Missing
  • V166 is highly skewed (γ1 = 41.802) Skewed
  • V166 has 6230 / 10.5% zeros Zeros
  • V167 is highly correlated with V164 (ρ = 0.98025) Rejected
  • V168 is highly correlated with V167 (ρ = 0.92148) Rejected
  • V169 has 44980 / 76.2% missing values Missing
  • V169 has 13150 / 22.3% zeros Zeros
  • V17 has 7599 / 12.9% missing values Missing
  • V17 has 44702 / 75.7% zeros Zeros
  • V170 has 44980 / 76.2% missing values Missing
  • V170 has 1014 / 1.7% zeros Zeros
  • V171 has 44980 / 76.2% missing values Missing
  • V171 has 1000 / 1.7% zeros Zeros
  • V172 has 45011 / 76.2% missing values Missing
  • V172 has 12905 / 21.9% zeros Zeros
  • V173 has 45011 / 76.2% missing values Missing
  • V173 has 13339 / 22.6% zeros Zeros
  • V174 has 44980 / 76.2% missing values Missing
  • V174 has 12448 / 21.1% zeros Zeros
  • V175 has 44980 / 76.2% missing values Missing
  • V175 has 12417 / 21.0% zeros Zeros
  • V176 has 45011 / 76.2% missing values Missing
  • V177 is highly correlated with V168 (ρ = 0.91318) Rejected
  • V178 is highly correlated with V177 (ρ = 0.93807) Rejected
  • V179 is highly correlated with V178 (ρ = 0.99495) Rejected
  • V18 is highly correlated with V17 (ρ = 0.99172) Rejected
  • V180 has 44980 / 76.2% missing values Missing
  • V180 has 12431 / 21.1% zeros Zeros
  • V181 has 45011 / 76.2% missing values Missing
  • V181 has 12678 / 21.5% zeros Zeros
  • V182 is highly correlated with V180 (ρ = 0.98726) Rejected
  • V183 is highly correlated with V182 (ρ = 0.94557) Rejected
  • V184 has 44980 / 76.2% missing values Missing
  • V184 has 12925 / 21.9% zeros Zeros
  • V185 has 44980 / 76.2% missing values Missing
  • V185 has 12763 / 21.6% zeros Zeros
  • V186 has 45011 / 76.2% missing values Missing
  • V187 has 45011 / 76.2% missing values Missing
  • V188 has 44980 / 76.2% missing values Missing
  • V188 has 1014 / 1.7% zeros Zeros
  • V189 has 44980 / 76.2% missing values Missing
  • V189 has 1000 / 1.7% zeros Zeros
  • V19 has 7599 / 12.9% missing values Missing
  • V19 has 10083 / 17.1% zeros Zeros
  • V190 is highly correlated with V186 (ρ = 0.95414) Rejected
  • V191 has 45011 / 76.2% missing values Missing
  • V192 is highly correlated with V187 (ρ = 0.9597) Rejected
  • V193 is highly correlated with V192 (ρ = 0.95861) Rejected
  • V194 has 44980 / 76.2% missing values Missing
  • V194 has 1014 / 1.7% zeros Zeros
  • V195 has 44980 / 76.2% missing values Missing
  • V195 has 1000 / 1.7% zeros Zeros
  • V196 is highly correlated with V191 (ρ = 0.96928) Rejected
  • V197 is highly correlated with V194 (ρ = 0.90646) Rejected
  • V198 is highly correlated with V195 (ρ = 0.91072) Rejected
  • V199 is highly correlated with V190 (ρ = 0.9766) Rejected
  • V2 has 27961 / 47.3% missing values Missing
  • V20 is highly correlated with V19 (ρ = 0.90833) Rejected
  • V200 has 44980 / 76.2% missing values Missing
  • V200 has 1014 / 1.7% zeros Zeros
  • V201 is highly correlated with V200 (ρ = 0.93022) Rejected
  • V202 is highly correlated with V179 (ρ = 0.90358) Rejected
  • V203 is highly correlated with V182 (ρ = 0.90918) Rejected
  • V204 is highly correlated with V203 (ρ = 0.95835) Rejected
  • V205 has 45011 / 76.2% missing values Missing
  • V205 is highly skewed (γ1 = 62.982) Skewed
  • V205 has 12905 / 21.9% zeros Zeros
  • V206 is highly correlated with V131 (ρ = 0.92394) Rejected
  • V207 has 45011 / 76.2% missing values Missing
  • V207 has 12329 / 20.9% zeros Zeros
  • V208 has 44980 / 76.2% missing values Missing
  • V208 has 12448 / 21.1% zeros Zeros
  • V209 has 44980 / 76.2% missing values Missing
  • V209 has 12329 / 20.9% zeros Zeros
  • V21 is highly correlated with V18 (ρ = 0.94014) Rejected
  • V210 has 44980 / 76.2% missing values Missing
  • V210 has 12417 / 21.0% zeros Zeros
  • V211 is highly correlated with V202 (ρ = 0.97185) Rejected
  • V212 is highly correlated with V211 (ρ = 0.91785) Rejected
  • V213 is highly correlated with V212 (ρ = 0.98433) Rejected
  • V214 has 45011 / 76.2% missing values Missing
  • V214 is highly skewed (γ1 = 101.18) Skewed
  • V214 has 12678 / 21.5% zeros Zeros
  • V215 has 45011 / 76.2% missing values Missing
  • V215 is highly skewed (γ1 = 40.257) Skewed
  • V215 has 12436 / 21.1% zeros Zeros
  • V216 is highly correlated with V214 (ρ = 0.95687) Rejected
  • V217 is highly correlated with V213 (ρ = 0.9074) Rejected
  • V218 is highly correlated with V217 (ρ = 0.91183) Rejected
  • V219 is highly correlated with V218 (ρ = 0.96355) Rejected
  • V22 is highly correlated with V21 (ρ = 0.95956) Rejected
  • V220 has 44837 / 75.9% missing values Missing
  • V220 has 13338 / 22.6% zeros Zeros
  • V221 has 44837 / 75.9% missing values Missing
  • V221 has 3221 / 5.5% zeros Zeros
  • V222 is highly correlated with V221 (ρ = 0.93982) Rejected
  • V223 has 45935 / 77.8% missing values Missing
  • V223 has 12092 / 20.5% zeros Zeros
  • V224 has 45935 / 77.8% missing values Missing
  • V224 is highly skewed (γ1 = 28.538) Skewed
  • V224 has 11247 / 19.0% zeros Zeros
  • V225 is highly correlated with V224 (ρ = 0.95966) Rejected
  • V226 has 45935 / 77.8% missing values Missing
  • V226 is highly skewed (γ1 = 37.078) Skewed
  • V226 has 12364 / 20.9% zeros Zeros
  • V227 has 44837 / 75.9% missing values Missing
  • V227 is highly skewed (γ1 = 30.774) Skewed
  • V227 has 12875 / 21.8% zeros Zeros
  • V228 has 45935 / 77.8% missing values Missing
  • V229 has 45935 / 77.8% missing values Missing
  • V229 is highly skewed (γ1 = 27.909) Skewed
  • V23 has 7599 / 12.9% missing values Missing
  • V230 has 45935 / 77.8% missing values Missing
  • V231 is highly correlated with V219 (ρ = 0.97353) Rejected
  • V232 is highly correlated with V231 (ρ = 0.98384) Rejected
  • V233 is highly correlated with V232 (ρ = 0.99306) Rejected
  • V234 has 44837 / 75.9% missing values Missing
  • V234 has 12174 / 20.6% zeros Zeros
  • V235 is highly correlated with V181 (ρ = 0.94677) Rejected
  • V236 is highly correlated with V234 (ρ = 0.97704) Rejected
  • V237 is highly correlated with V236 (ρ = 0.95634) Rejected
  • V238 has 44837 / 75.9% missing values Missing
  • V238 has 13134 / 22.2% zeros Zeros
  • V239 is highly correlated with V238 (ρ = 0.92042) Rejected
  • V24 has 7599 / 12.9% missing values Missing
  • V240 has 45935 / 77.8% missing values Missing
  • V240 is highly skewed (γ1 = 29.656) Skewed
  • V241 has 45935 / 77.8% missing values Missing
  • V241 is highly skewed (γ1 = -28.615) Skewed
  • V242 has 45935 / 77.8% missing values Missing
  • V243 is highly correlated with V229 (ρ = 0.91857) Rejected
  • V244 is highly correlated with V242 (ρ = 0.9741) Rejected
  • V245 has 44837 / 75.9% missing values Missing
  • V245 has 3221 / 5.5% zeros Zeros
  • V246 has 45935 / 77.8% missing values Missing
  • V247 has 45935 / 77.8% missing values Missing
  • V248 is highly correlated with V229 (ρ = 0.90583) Rejected
  • V249 is highly correlated with V248 (ρ = 0.97409) Rejected
  • V25 has 7599 / 12.9% missing values Missing
  • V25 has 1434 / 2.4% zeros Zeros
  • V250 has 44837 / 75.9% missing values Missing
  • V250 has 3221 / 5.5% zeros Zeros
  • V251 is highly correlated with V250 (ρ = 0.98365) Rejected
  • V252 has 45935 / 77.8% missing values Missing
  • V252 is highly skewed (γ1 = 22.822) Skewed
  • V253 is highly correlated with V249 (ρ = 0.93272) Rejected
  • V254 is highly correlated with V253 (ρ = 0.98276) Rejected
  • V255 has 44837 / 75.9% missing values Missing
  • V255 has 3221 / 5.5% zeros Zeros
  • V256 is highly correlated with V255 (ρ = 0.96071) Rejected
  • V257 is highly correlated with V246 (ρ = 0.9387) Rejected
  • V258 is highly correlated with V243 (ρ = 0.92906) Rejected
  • V259 has 44837 / 75.9% missing values Missing
  • V259 has 3221 / 5.5% zeros Zeros
  • V26 has 7599 / 12.9% missing values Missing
  • V26 has 1295 / 2.2% zeros Zeros
  • V260 has 45935 / 77.8% missing values Missing
  • V260 has 1024 / 1.7% zeros Zeros
  • V261 has 45935 / 77.8% missing values Missing
  • V261 is highly skewed (γ1 = 20.978) Skewed
  • V261 has 957 / 1.6% zeros Zeros
  • V262 has 45935 / 77.8% missing values Missing
  • V262 has 995 / 1.7% zeros Zeros
  • V263 is highly correlated with V204 (ρ = 0.96358) Rejected
  • V264 has 45935 / 77.8% missing values Missing
  • V264 is highly skewed (γ1 = 23.967) Skewed
  • V264 has 9103 / 15.4% zeros Zeros
  • V265 is highly correlated with V204 (ρ = 0.94325) Rejected
  • V266 is highly correlated with V207 (ρ = 0.98022) Rejected
  • V267 has 45935 / 77.8% missing values Missing
  • V267 is highly skewed (γ1 = 33.045) Skewed
  • V267 has 11247 / 19.0% zeros Zeros
  • V268 has 45935 / 77.8% missing values Missing
  • V268 is highly skewed (γ1 = 51.024) Skewed
  • V268 has 11673 / 19.8% zeros Zeros
  • V269 is highly correlated with V266 (ρ = 0.99793) Rejected
  • V27 has 7599 / 12.9% missing values Missing
  • V27 is highly skewed (γ1 = 38.16) Skewed
  • V27 has 51413 / 87.1% zeros Zeros
  • V270 has 44837 / 75.9% missing values Missing
  • V270 is highly skewed (γ1 = 37.36) Skewed
  • V270 has 12890 / 21.8% zeros Zeros
  • V271 has 44837 / 75.9% missing values Missing
  • V271 is highly skewed (γ1 = 25.786) Skewed
  • V271 has 12846 / 21.8% zeros Zeros
  • V272 is highly correlated with V271 (ρ = 0.94567) Rejected
  • V273 is highly correlated with V233 (ρ = 0.94633) Rejected
  • V274 is highly correlated with V218 (ρ = 0.92424) Rejected
  • V275 is highly correlated with V273 (ρ = 0.93013) Rejected
  • V276 is highly correlated with V216 (ρ = 0.98873) Rejected
  • V277 is highly correlated with V276 (ρ = 0.93439) Rejected
  • V278 is highly correlated with V277 (ρ = 0.97429) Rejected
  • V279 is highly correlated with V213 (ρ = 0.91812) Rejected
  • V28 is highly correlated with V27 (ρ = 0.96894) Rejected
  • V280 is highly correlated with V279 (ρ = 0.91174) Rejected
  • V281 has 56041 / 94.9% zeros Zeros
  • V282 has 21457 / 36.3% zeros Zeros
  • V283 has 21313 / 36.1% zeros Zeros
  • V284 has 54437 / 92.2% zeros Zeros
  • V285 has 35334 / 59.8% zeros Zeros
  • V286 has 57290 / 97.0% zeros Zeros
  • V287 has 46499 / 78.7% zeros Zeros
  • V288 has 49035 / 83.0% zeros Zeros
  • V289 has 48762 / 82.6% zeros Zeros
  • V29 has 7599 / 12.9% missing values Missing
  • V29 has 32097 / 54.4% zeros Zeros
  • V290 is highly skewed (γ1 = 31.504) Skewed
  • V291 is highly skewed (γ1 = 46.661) Skewed
  • V292 is highly correlated with V291 (ρ = 0.97134) Rejected
  • V293 is highly correlated with V280 (ρ = 0.90683) Rejected
  • V294 is highly correlated with V280 (ρ = 0.9366) Rejected
  • V295 is highly correlated with V294 (ρ = 0.94244) Rejected
  • V296 is highly correlated with V179 (ρ = 0.91027) Rejected
  • V297 is highly correlated with V104 (ρ = 0.91881) Rejected
  • V298 is highly correlated with V296 (ρ = 0.98967) Rejected
  • V299 is highly correlated with V298 (ρ = 0.95323) Rejected
  • V3 has 27961 / 47.3% missing values Missing
  • V30 is highly correlated with V29 (ρ = 0.95995) Rejected
  • V300 has 56970 / 96.5% zeros Zeros
  • V301 is highly correlated with V300 (ρ = 0.92919) Rejected
  • V302 is highly correlated with V60 (ρ = 0.93025) Rejected
  • V303 has 44863 / 76.0% zeros Zeros
  • V304 is highly correlated with V303 (ρ = 0.93113) Rejected
  • V305 is highly skewed (γ1 = 171.82) Skewed
  • V306 is highly correlated with V293 (ρ = 0.96703) Rejected
  • V307 is highly correlated with V295 (ρ = 0.96156) Rejected
  • V308 is highly correlated with V307 (ρ = 0.96728) Rejected
  • V309 is highly correlated with V269 (ρ = 0.97823) Rejected
  • V31 is highly correlated with V21 (ρ = 0.91758) Rejected
  • V310 is highly correlated with V269 (ρ = 0.9339) Rejected
  • V311 is highly correlated with V309 (ρ = 0.93252) Rejected
  • V312 is highly correlated with V269 (ρ = 0.9674) Rejected
  • V313 has 49035 / 83.0% zeros Zeros
  • V314 has 47428 / 80.3% zeros Zeros
  • V315 is highly correlated with V313 (ρ = 0.91232) Rejected
  • V316 is highly correlated with V308 (ρ = 0.9005) Rejected
  • V317 is highly correlated with V308 (ρ = 0.94767) Rejected
  • V318 is highly correlated with V317 (ρ = 0.96641) Rejected
  • V319 is highly correlated with V278 (ρ = 0.95698) Rejected
  • V32 is highly correlated with V31 (ρ = 0.9905) Rejected
  • V320 is highly correlated with V278 (ρ = 0.96078) Rejected
  • V321 is highly correlated with V320 (ρ = 0.95702) Rejected
  • V322 is highly correlated with V318 (ρ = 0.92608) Rejected
  • V323 is highly correlated with V322 (ρ = 0.93104) Rejected
  • V324 is highly correlated with V323 (ρ = 0.99487) Rejected
  • V325 is highly correlated with V284 (ρ = 0.92347) Rejected
  • V326 is highly correlated with V287 (ρ = 0.91536) Rejected
  • V327 is highly correlated with V326 (ρ = 0.93483) Rejected
  • V328 is highly correlated with V299 (ρ = 0.91708) Rejected
  • V329 is highly correlated with V324 (ρ = 0.96504) Rejected
  • V33 is highly correlated with V16 (ρ = 0.95142) Rejected
  • V330 is highly correlated with V329 (ρ = 0.97119) Rejected
  • V331 is highly correlated with V323 (ρ = 0.90652) Rejected
  • V332 is highly correlated with V331 (ρ = 0.9322) Rejected
  • V333 is highly correlated with V332 (ρ = 0.99461) Rejected
  • V334 is highly correlated with V312 (ρ = 0.94858) Rejected
  • V335 is highly correlated with V312 (ρ = 0.96029) Rejected
  • V336 is highly correlated with V335 (ρ = 0.97169) Rejected
  • V337 is highly correlated with V321 (ρ = 0.95514) Rejected
  • V338 is highly correlated with V321 (ρ = 0.9516) Rejected
  • V339 is highly correlated with V338 (ρ = 0.96609) Rejected
  • V34 is highly correlated with V33 (ρ = 0.95948) Rejected
  • V35 has 16785 / 28.4% missing values Missing
  • V35 has 19746 / 33.4% zeros Zeros
  • V36 is highly correlated with V35 (ρ = 0.9306) Rejected
  • V37 has 16785 / 28.4% missing values Missing
  • V38 has 16785 / 28.4% missing values Missing
  • V39 has 16785 / 28.4% missing values Missing
  • V39 has 35796 / 60.6% zeros Zeros
  • V4 has 27961 / 47.3% missing values Missing
  • V4 has 5640 / 9.6% zeros Zeros
  • V40 is highly correlated with V39 (ρ = 0.95041) Rejected
  • V41 has 16785 / 28.4% missing values Missing
  • V41 is highly skewed (γ1 = -36.886) Skewed
  • V42 is highly correlated with V22 (ρ = 0.93629) Rejected
  • V43 is highly correlated with V42 (ρ = 0.94809) Rejected
  • V44 has 16785 / 28.4% missing values Missing
  • V45 has 16785 / 28.4% missing values Missing
  • V46 has 16785 / 28.4% missing values Missing
  • V47 has 16785 / 28.4% missing values Missing
  • V48 is highly correlated with V29 (ρ = 0.91325) Rejected
  • V49 is highly correlated with V48 (ρ = 0.97073) Rejected
  • V5 is highly correlated with V4 (ρ = 0.91119) Rejected
  • V50 is highly correlated with V42 (ρ = 0.90549) Rejected
  • V51 is highly correlated with V34 (ρ = 0.90753) Rejected
  • V52 is highly correlated with V51 (ρ = 0.95305) Rejected
  • V53 has 7713 / 13.1% missing values Missing
  • V53 has 22250 / 37.7% zeros Zeros
  • V54 is highly correlated with V53 (ρ = 0.91965) Rejected
  • V55 has 7713 / 13.1% missing values Missing
  • V56 has 7713 / 13.1% missing values Missing
  • V56 is highly skewed (γ1 = 25.189) Skewed
  • V57 is highly correlated with V51 (ρ = 0.90999) Rejected
  • V58 is highly correlated with V57 (ρ = 0.96274) Rejected
  • V59 has 7713 / 13.1% missing values Missing
  • V59 has 44777 / 75.8% zeros Zeros
  • V6 has 27961 / 47.3% missing values Missing
  • V60 is highly correlated with V59 (ρ = 0.96445) Rejected
  • V61 has 7713 / 13.1% missing values Missing
  • V61 has 9746 / 16.5% zeros Zeros
  • V62 has 7713 / 13.1% missing values Missing
  • V62 has 9180 / 15.5% zeros Zeros
  • V63 is highly correlated with V59 (ρ = 0.93117) Rejected
  • V64 is highly correlated with V63 (ρ = 0.94547) Rejected
  • V65 is highly correlated with V41 (ρ = 0.90745) Rejected
  • V66 has 7713 / 13.1% missing values Missing
  • V66 has 1648 / 2.8% zeros Zeros
  • V67 has 7713 / 13.1% missing values Missing
  • V67 has 1458 / 2.5% zeros Zeros
  • V68 is highly correlated with V28 (ρ = 0.98057) Rejected
  • V69 is highly correlated with V48 (ρ = 0.91439) Rejected
  • V7 has 27961 / 47.3% missing values Missing
  • V70 is highly correlated with V69 (ρ = 0.96286) Rejected
  • V71 is highly correlated with V63 (ρ = 0.90166) Rejected
  • V72 is highly correlated with V71 (ρ = 0.96382) Rejected
  • V73 is highly correlated with V58 (ρ = 0.90684) Rejected
  • V74 is highly correlated with V73 (ρ = 0.95311) Rejected
  • V75 has 8901 / 15.1% missing values Missing
  • V75 has 23402 / 39.6% zeros Zeros
  • V76 is highly correlated with V75 (ρ = 0.9175) Rejected
  • V77 has 8901 / 15.1% missing values Missing
  • V78 has 8901 / 15.1% missing values Missing
  • V79 is highly correlated with V72 (ρ = 0.91313) Rejected
  • V8 has 27961 / 47.3% missing values Missing
  • V80 is highly correlated with V39 (ρ = 0.90763) Rejected
  • V81 is highly correlated with V80 (ρ = 0.96038) Rejected
  • V82 has 8901 / 15.1% missing values Missing
  • V82 has 8749 / 14.8% zeros Zeros
  • V83 has 8901 / 15.1% missing values Missing
  • V83 has 8238 / 13.9% zeros Zeros
  • V84 is highly correlated with V63 (ρ = 0.95259) Rejected
  • V85 is highly correlated with V84 (ρ = 0.93359) Rejected
  • V86 has 8901 / 15.1% missing values Missing
  • V87 has 8901 / 15.1% missing values Missing
  • V88 has 8901 / 15.1% missing values Missing
  • V88 is highly skewed (γ1 = -35.82) Skewed
  • V89 is highly correlated with V68 (ρ = 0.95247) Rejected
  • V9 has 27961 / 47.3% missing values Missing
  • V90 is highly correlated with V69 (ρ = 0.92624) Rejected
  • V91 is highly correlated with V90 (ρ = 0.95993) Rejected
  • V92 is highly correlated with V72 (ρ = 0.93303) Rejected
  • V93 is highly correlated with V92 (ρ = 0.96232) Rejected
  • V94 is highly correlated with V79 (ρ = 0.90625) Rejected
  • V95 is highly skewed (γ1 = 31.804) Skewed
  • V95 has 50964 / 86.3% zeros Zeros
  • V96 is highly correlated with V95 (ρ = 0.92756) Rejected
  • V97 is highly correlated with V96 (ρ = 0.99269) Rejected
  • V98 has 55769 / 94.4% zeros Zeros
  • V99 has 40287 / 68.2% zeros Zeros
  • addr1 has 6644 / 11.3% missing values Missing
  • addr2 has 6644 / 11.3% missing values Missing
  • card2 has 915 / 1.5% missing values Missing
  • dist1 has 35342 / 59.8% missing values Missing
  • dist1 has 1951 / 3.3% zeros Zeros
  • dist2 has 55225 / 93.5% missing values Missing
  • id_01 has 44537 / 75.4% missing values Missing
  • id_01 has 1968 / 3.3% zeros Zeros
  • id_02 has 44883 / 76.0% missing values Missing
  • id_03 has 52391 / 88.7% missing values Missing
  • id_03 has 6400 / 10.8% zeros Zeros
  • id_04 has 52391 / 88.7% missing values Missing
  • id_04 has 6613 / 11.2% zeros Zeros
  • id_05 has 45300 / 76.7% missing values Missing
  • id_05 has 9229 / 15.6% zeros Zeros
  • id_06 has 45300 / 76.7% missing values Missing
  • id_06 has 9111 / 15.4% zeros Zeros
  • id_07 has 58549 / 99.1% missing values Missing
  • id_08 has 58549 / 99.1% missing values Missing
  • id_09 has 51523 / 87.2% missing values Missing
  • id_09 has 7031 / 11.9% zeros Zeros
  • id_10 has 51523 / 87.2% missing values Missing
  • id_10 has 7337 / 12.4% zeros Zeros
  • id_11 has 44872 / 76.0% missing values Missing
  • id_12 has 44537 / 75.4% missing values Missing
  • id_13 has 46225 / 78.3% missing values Missing
  • id_14 has 51077 / 86.5% missing values Missing
  • id_15 has 44871 / 76.0% missing values Missing
  • id_16 has 46060 / 78.0% missing values Missing
  • id_17 has 45032 / 76.3% missing values Missing
  • id_18 has 54449 / 92.2% missing values Missing
  • id_19 has 45038 / 76.3% missing values Missing
  • id_20 has 45047 / 76.3% missing values Missing
  • id_21 has 58551 / 99.1% missing values Missing
  • id_22 has 58549 / 99.1% missing values Missing
  • id_23 has 58549 / 99.1% missing values Missing
  • id_24 has 58582 / 99.2% missing values Missing
  • id_25 has 58552 / 99.1% missing values Missing
  • id_26 has 58551 / 99.1% missing values Missing
  • id_27 has 58549 / 99.1% missing values Missing
  • id_28 has 44872 / 76.0% missing values Missing
  • id_29 has 44872 / 76.0% missing values Missing
  • id_30 has 51332 / 86.9% missing values Missing
  • id_30 has a high cardinality: 73 distinct values Warning
  • id_31 has 44943 / 76.1% missing values Missing
  • id_31 has a high cardinality: 107 distinct values Warning
  • id_32 has 51332 / 86.9% missing values Missing
  • id_33 has 51767 / 87.7% missing values Missing
  • id_33 has a high cardinality: 119 distinct values Warning
  • id_34 has 51311 / 86.9% missing values Missing
  • id_35 has 44871 / 76.0% missing values Missing
  • id_36 has 44871 / 76.0% missing values Missing
  • id_37 has 44871 / 76.0% missing values Missing
  • id_38 has 44871 / 76.0% missing values Missing

Variables

C1
Numeric

Distinct count 501
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.554
Minimum 0
Maximum 4667
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 3
95-th percentile 21
Maximum 4667
Range 4667
Interquartile range 2

Descriptive statistics

Standard deviation 139.58
Coef of variation 9.59
Kurtosis 639.68
Mean 14.554
MAD 23.402
Skewness 23.481
Sum 859490
Variance 19481
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 31598 53.5%
 
2.0 10458 17.7%
 
3.0 5125 8.7%
 
4.0 2925 5.0%
 
5.0 1814 3.1%
 
6.0 1081 1.8%
 
7.0 773 1.3%
 
8.0 478 0.8%
 
9.0 403 0.7%
 
10.0 299 0.5%
 
Other values (491) 4100 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 46 0.1%
 
1.0 31598 53.5%
 
2.0 10458 17.7%
 
3.0 5125 8.7%
 
4.0 2925 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
4517.0 1 0.0%
 
4630.0 1 0.0%
 
4660.0 1 0.0%
 
4661.0 1 0.0%
 
4667.0 1 0.0%
 

C10
Highly correlated

This variable is highly correlated with C8 and should be ignored for analysis

Correlation 0.99693

C11
Highly correlated

This variable is highly correlated with C10 and should be ignored for analysis

Correlation 0.95828

C12
Highly correlated

This variable is highly correlated with C11 and should be ignored for analysis

Correlation 0.9193

C13
Numeric

Distinct count 857
Unique (%) 1.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 32.782
Minimum 0
Maximum 2903
Zeros (%) 5.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 13
95-th percentile 99
Maximum 2903
Range 2903
Interquartile range 12

Descriptive statistics

Standard deviation 131.45
Coef of variation 4.0098
Kurtosis 129.97
Mean 32.782
MAD 48.209
Skewness 9.1481
Sum 1935900
Variance 17279
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 19897 33.7%
 
2.0 5677 9.6%
 
0.0 3437 5.8%
 
3.0 3323 5.6%
 
4.0 2388 4.0%
 
5.0 1798 3.0%
 
6.0 1517 2.6%
 
7.0 1274 2.2%
 
8.0 1137 1.9%
 
9.0 968 1.6%
 
Other values (847) 17638 29.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3437 5.8%
 
1.0 19897 33.7%
 
2.0 5677 9.6%
 
3.0 3323 5.6%
 
4.0 2388 4.0%
 

Maximum 5 values

Value Count Frequency (%)  
2758.0 1 0.0%
 
2795.0 1 0.0%
 
2896.0 1 0.0%
 
2897.0 1 0.0%
 
2903.0 1 0.0%
 

C14
Highly correlated

This variable is highly correlated with C11 and should be ignored for analysis

Correlation 0.96383

C2
Highly correlated

This variable is highly correlated with C1 and should be ignored for analysis

Correlation 0.9955

C3
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0053849
Minimum 0
Maximum 16
Zeros (%) 99.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.13749
Coef of variation 25.532
Kurtosis 6942
Mean 0.0053849
MAD 0.010727
Skewness 72.248
Sum 318
Variance 0.018903
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 58820 99.6%
 
1.0 207 0.4%
 
2.0 17 0.0%
 
3.0 5 0.0%
 
14.0 1 0.0%
 
12.0 1 0.0%
 
11.0 1 0.0%
 
9.0 1 0.0%
 
16.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58820 99.6%
 
1.0 207 0.4%
 
2.0 17 0.0%
 
3.0 5 0.0%
 
9.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 1 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 
14.0 1 0.0%
 
16.0 1 0.0%
 

C4
Highly correlated

This variable is highly correlated with C2 and should be ignored for analysis

Correlation 0.97363

C5
Numeric

Distinct count 279
Unique (%) 0.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.5643
Minimum 0
Maximum 331
Zeros (%) 63.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 9
Maximum 331
Range 331
Interquartile range 1

Descriptive statistics

Standard deviation 25.975
Coef of variation 4.6682
Kurtosis 37.536
Mean 5.5643
MAD 9.494
Skewness 5.8868
Sum 328590
Variance 674.72
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 37236 63.1%
 
1.0 12221 20.7%
 
2.0 3554 6.0%
 
3.0 1317 2.2%
 
4.0 706 1.2%
 
5.0 366 0.6%
 
6.0 310 0.5%
 
7.0 209 0.4%
 
8.0 134 0.2%
 
9.0 122 0.2%
 
Other values (269) 2879 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 37236 63.1%
 
1.0 12221 20.7%
 
2.0 3554 6.0%
 
3.0 1317 2.2%
 
4.0 706 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
319.0 1 0.0%
 
320.0 1 0.0%
 
321.0 1 0.0%
 
328.0 1 0.0%
 
331.0 1 0.0%
 

C6
Highly correlated

This variable is highly correlated with C4 and should be ignored for analysis

Correlation 0.96537

C7
Highly correlated

This variable is highly correlated with C2 and should be ignored for analysis

Correlation 0.94252

C8
Highly correlated

This variable is highly correlated with C7 and should be ignored for analysis

Correlation 0.98343

C9
Highly correlated

This variable is highly correlated with C5 and should be ignored for analysis

Correlation 0.92816

D1
Numeric

Distinct count 642
Unique (%) 1.1%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 95.974
Minimum 0
Maximum 640
Zeros (%) 47.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 3
Q3 125
95-th percentile 494
Maximum 640
Range 640
Interquartile range 125

Descriptive statistics

Standard deviation 159.53
Coef of variation 1.6622
Kurtosis 2.0942
Mean 95.974
MAD 120.86
Skewness 1.7834
Sum 5654000
Variance 25450
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 27927 47.3%
 
1.0 865 1.5%
 
2.0 506 0.9%
 
3.0 374 0.6%
 
4.0 362 0.6%
 
7.0 360 0.6%
 
6.0 328 0.6%
 
5.0 298 0.5%
 
14.0 290 0.5%
 
28.0 271 0.5%
 
Other values (631) 27331 46.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 27927 47.3%
 
1.0 865 1.5%
 
2.0 506 0.9%
 
3.0 374 0.6%
 
4.0 362 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
636.0 18 0.0%
 
637.0 52 0.1%
 
638.0 6 0.0%
 
639.0 5 0.0%
 
640.0 1 0.0%
 

D10
Numeric

Distinct count 703
Unique (%) 1.2%
Missing (%) 12.9%
Missing (n) 7590
Infinite (%) 0.0%
Infinite (n) 0
Mean 124.8
Minimum 0
Maximum 835
Zeros (%) 37.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 15
Q3 200
95-th percentile 536
Maximum 835
Range 835
Interquartile range 200

Descriptive statistics

Standard deviation 183.65
Coef of variation 1.4715
Kurtosis 0.56545
Mean 124.8
MAD 148.76
Skewness 1.3789
Sum 6422900
Variance 33726
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 22283 37.7%
 
1.0 525 0.9%
 
2.0 336 0.6%
 
3.0 277 0.5%
 
7.0 267 0.5%
 
4.0 265 0.4%
 
14.0 248 0.4%
 
28.0 243 0.4%
 
6.0 229 0.4%
 
5.0 229 0.4%
 
Other values (692) 26562 45.0%
 
(Missing) 7590 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 22283 37.7%
 
1.0 525 0.9%
 
2.0 336 0.6%
 
3.0 277 0.5%
 
4.0 265 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
820.0 1 0.0%
 
823.0 1 0.0%
 
827.0 1 0.0%
 
832.0 1 0.0%
 
835.0 1 0.0%
 

D11
Numeric

Distinct count 662
Unique (%) 1.1%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 147.9
Minimum 0
Maximum 664
Zeros (%) 18.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 45
Q3 277
95-th percentile 533.4
Maximum 664
Range 664
Interquartile range 277

Descriptive statistics

Standard deviation 186.65
Coef of variation 1.262
Kurtosis -0.28498
Mean 147.9
MAD 158.83
Skewness 1.0378
Sum 4598700
Variance 34838
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 11157 18.9%
 
1.0 318 0.5%
 
2.0 203 0.3%
 
7.0 168 0.3%
 
4.0 166 0.3%
 
3.0 163 0.3%
 
6.0 156 0.3%
 
5.0 150 0.3%
 
28.0 140 0.2%
 
8.0 131 0.2%
 
Other values (651) 18341 31.1%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11157 18.9%
 
1.0 318 0.5%
 
2.0 203 0.3%
 
3.0 163 0.3%
 
4.0 166 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
659.0 4 0.0%
 
660.0 4 0.0%
 
661.0 1 0.0%
 
663.0 1 0.0%
 
664.0 3 0.0%
 

D12
Highly correlated

This variable is highly correlated with D6 and should be ignored for analysis

Correlation 0.98209

D13
Numeric

Distinct count 310
Unique (%) 0.5%
Missing (%) 89.3%
Missing (n) 52755
Infinite (%) 0.0%
Infinite (n) 0
Mean 18.594
Minimum 0
Maximum 820
Zeros (%) 8.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 111.1
Maximum 820
Range 820
Interquartile range 0

Descriptive statistics

Standard deviation 70.104
Coef of variation 3.7701
Kurtosis 37.138
Mean 18.594
MAD 31.319
Skewness 5.5454
Sum 117130
Variance 4914.5
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 4966 8.4%
 
1.0 104 0.2%
 
26.0 83 0.1%
 
2.0 69 0.1%
 
3.0 51 0.1%
 
7.0 37 0.1%
 
19.0 36 0.1%
 
4.0 35 0.1%
 
5.0 28 0.0%
 
6.0 25 0.0%
 
Other values (299) 865 1.5%
 
(Missing) 52755 89.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4966 8.4%
 
1.0 104 0.2%
 
2.0 69 0.1%
 
3.0 51 0.1%
 
4.0 35 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
729.0 1 0.0%
 
730.0 1 0.0%
 
774.0 1 0.0%
 
791.0 1 0.0%
 
820.0 1 0.0%
 

D14
Numeric

Distinct count 521
Unique (%) 0.9%
Missing (%) 89.3%
Missing (n) 52750
Infinite (%) 0.0%
Infinite (n) 0
Mean 57.797
Minimum 0
Maximum 835
Zeros (%) 7.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 400
Maximum 835
Range 835
Interquartile range 1

Descriptive statistics

Standard deviation 137.16
Coef of variation 2.3731
Kurtosis 6.1094
Mean 57.797
MAD 92.095
Skewness 2.5615
Sum 364350
Variance 18813
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 4617 7.8%
 
1.0 116 0.2%
 
256.0 60 0.1%
 
2.0 43 0.1%
 
3.0 31 0.1%
 
5.0 28 0.0%
 
7.0 26 0.0%
 
249.0 25 0.0%
 
4.0 22 0.0%
 
6.0 18 0.0%
 
Other values (510) 1318 2.2%
 
(Missing) 52750 89.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4617 7.8%
 
1.0 116 0.2%
 
2.0 43 0.1%
 
3.0 31 0.1%
 
4.0 22 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
788.0 1 0.0%
 
791.0 1 0.0%
 
827.0 1 0.0%
 
833.0 1 0.0%
 
835.0 1 0.0%
 

D15
Numeric

Distinct count 727
Unique (%) 1.2%
Missing (%) 15.1%
Missing (n) 8894
Infinite (%) 0.0%
Infinite (n) 0
Mean 165.64
Minimum -3
Maximum 849
Zeros (%) 29.5%

Quantile statistics

Minimum -3
5-th percentile 0
Q1 0
Median 54
Q3 321
95-th percentile 567
Maximum 849
Range 852
Interquartile range 321

Descriptive statistics

Standard deviation 203.91
Coef of variation 1.2311
Kurtosis -0.57755
Mean 165.64
MAD 176.1
Skewness 0.93805
Sum 8308400
Variance 41581
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 17409 29.5%
 
1.0 603 1.0%
 
2.0 382 0.6%
 
3.0 271 0.5%
 
7.0 266 0.5%
 
4.0 260 0.4%
 
6.0 233 0.4%
 
5.0 214 0.4%
 
14.0 206 0.3%
 
8.0 194 0.3%
 
Other values (716) 30122 51.0%
 
(Missing) 8894 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
-3.0 1 0.0%
 
0.0 17409 29.5%
 
1.0 603 1.0%
 
2.0 382 0.6%
 
3.0 271 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
823.0 1 0.0%
 
827.0 1 0.0%
 
833.0 1 0.0%
 
835.0 1 0.0%
 
849.0 1 0.0%
 

D2
Highly correlated

This variable is highly correlated with D1 and should be ignored for analysis

Correlation 0.9806

D3
Numeric

Distinct count 509
Unique (%) 0.9%
Missing (%) 44.5%
Missing (n) 26281
Infinite (%) 0.0%
Infinite (n) 0
Mean 27.821
Minimum 0
Maximum 819
Zeros (%) 12.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 8
Q3 27
95-th percentile 127
Maximum 819
Range 819
Interquartile range 26

Descriptive statistics

Standard deviation 60.759
Coef of variation 2.1839
Kurtosis 25.687
Mean 27.821
MAD 31.944
Skewness 4.5577
Sum 911780
Variance 3691.6
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7336 12.4%
 
1.0 2227 3.8%
 
2.0 1348 2.3%
 
7.0 1319 2.2%
 
3.0 1078 1.8%
 
4.0 977 1.7%
 
14.0 972 1.6%
 
5.0 941 1.6%
 
6.0 886 1.5%
 
8.0 859 1.5%
 
Other values (498) 14830 25.1%
 
(Missing) 26281 44.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7336 12.4%
 
1.0 2227 3.8%
 
2.0 1348 2.3%
 
3.0 1078 1.8%
 
4.0 977 1.7%
 

Maximum 5 values

Value Count Frequency (%)  
625.0 1 0.0%
 
633.0 1 0.0%
 
655.0 1 0.0%
 
729.0 1 0.0%
 
819.0 1 0.0%
 

D4
Numeric

Distinct count 698
Unique (%) 1.2%
Missing (%) 28.4%
Missing (n) 16778
Infinite (%) 0.0%
Infinite (n) 0
Mean 140.81
Minimum -122
Maximum 833
Zeros (%) 28.2%

Quantile statistics

Minimum -122
5-th percentile 0
Q1 0
Median 27
Q3 256
95-th percentile 546
Maximum 833
Range 955
Interquartile range 256

Descriptive statistics

Standard deviation 191.76
Coef of variation 1.3619
Kurtosis -0.065069
Mean 140.81
MAD 160.97
Skewness 1.1619
Sum 5952700
Variance 36773
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 16676 28.2%
 
1.0 542 0.9%
 
2.0 351 0.6%
 
3.0 238 0.4%
 
7.0 237 0.4%
 
4.0 227 0.4%
 
5.0 210 0.4%
 
6.0 206 0.3%
 
8.0 181 0.3%
 
14.0 173 0.3%
 
Other values (687) 23235 39.3%
 
(Missing) 16778 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
-122.0 1 0.0%
 
0.0 16676 28.2%
 
1.0 542 0.9%
 
2.0 351 0.6%
 
3.0 238 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
774.0 1 0.0%
 
775.0 1 0.0%
 
786.0 1 0.0%
 
823.0 1 0.0%
 
833.0 1 0.0%
 

D5
Numeric

Distinct count 586
Unique (%) 1.0%
Missing (%) 52.3%
Missing (n) 30861
Infinite (%) 0.0%
Infinite (n) 0
Mean 41.321
Minimum 0
Maximum 775
Zeros (%) 11.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 9
Q3 32
95-th percentile 234
Maximum 775
Range 775
Interquartile range 31

Descriptive statistics

Standard deviation 87.628
Coef of variation 2.1207
Kurtosis 13.27
Mean 41.321
MAD 50.707
Skewness 3.4851
Sum 1164900
Variance 7678.7
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6564 11.1%
 
1.0 1599 2.7%
 
2.0 1045 1.8%
 
7.0 965 1.6%
 
3.0 805 1.4%
 
4.0 774 1.3%
 
14.0 739 1.3%
 
5.0 713 1.2%
 
6.0 679 1.1%
 
8.0 629 1.1%
 
Other values (575) 13681 23.2%
 
(Missing) 30861 52.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6564 11.1%
 
1.0 1599 2.7%
 
2.0 1045 1.8%
 
3.0 805 1.4%
 
4.0 774 1.3%
 

Maximum 5 values

Value Count Frequency (%)  
729.0 1 0.0%
 
730.0 1 0.0%
 
736.0 1 0.0%
 
757.0 1 0.0%
 
775.0 1 0.0%
 

D6
Highly correlated

This variable is highly correlated with D4 and should be ignored for analysis

Correlation 0.95759

D7
Highly correlated

This variable is highly correlated with D5 and should be ignored for analysis

Correlation 0.98233

D8
Numeric

Distinct count 3600
Unique (%) 6.1%
Missing (%) 87.2%
Missing (n) 51523
Infinite (%) 0.0%
Infinite (n) 0
Mean 144.99
Minimum 0
Maximum 1233.6
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 0.125
Q1 0.95833
Median 36.792
Q3 188.98
95-th percentile 732.96
Maximum 1233.6
Range 1233.6
Interquartile range 188.02

Descriptive statistics

Standard deviation 230.25
Coef of variation 1.5881
Kurtosis 4.8361
Mean 144.99
MAD 162.55
Skewness 2.2344
Sum 1091900
Variance 53017
Memory size 461.4 KiB
Value Count Frequency (%)  
0.7916659712791443 145 0.2%
 
0.75 141 0.2%
 
0.9583330154418944 137 0.2%
 
0.6666659712791443 130 0.2%
 
0.7083330154418945 129 0.2%
 
0.08333300054073334 125 0.2%
 
0.875 123 0.2%
 
0.9166659712791444 123 0.2%
 
0.8333330154418945 117 0.2%
 
0.04166600108146668 95 0.2%
 
Other values (3589) 6266 10.6%
 
(Missing) 51523 87.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 92 0.2%
 
0.04166600108146668 95 0.2%
 
0.08333300054073334 125 0.2%
 
0.125 90 0.2%
 
0.16666600108146667 88 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
1196.7083740234375 1 0.0%
 
1198.7916259765625 1 0.0%
 
1228.875 1 0.0%
 
1232.0416259765625 1 0.0%
 
1233.625 1 0.0%
 

D9
Numeric

Distinct count 25
Unique (%) 0.0%
Missing (%) 87.2%
Missing (n) 51523
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.56116
Minimum 0
Maximum 0.95833
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.20833
Median 0.66667
Q3 0.83333
95-th percentile 0.95833
Maximum 0.95833
Range 0.95833
Interquartile range 0.625

Descriptive statistics

Standard deviation 0.31713
Coef of variation 0.56514
Kurtosis -1.1419
Mean 0.56116
MAD 0.27402
Skewness -0.58359
Sum 4226.1
Variance 0.10057
Memory size 461.4 KiB
Value Count Frequency (%)  
0.7916659712791443 545 0.9%
 
0.75 538 0.9%
 
0.6666659712791443 537 0.9%
 
0.8333330154418945 509 0.9%
 
0.7083330154418945 496 0.8%
 
0.875 495 0.8%
 
0.9166659712791444 470 0.8%
 
0.9583330154418944 453 0.8%
 
0.0 423 0.7%
 
0.625 407 0.7%
 
Other values (14) 2658 4.5%
 
(Missing) 51523 87.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 423 0.7%
 
0.04166600108146668 377 0.6%
 
0.08333300054073334 388 0.7%
 
0.125 318 0.5%
 
0.16666600108146667 290 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.7916659712791443 545 0.9%
 
0.8333330154418945 509 0.9%
 
0.875 495 0.8%
 
0.9166659712791444 470 0.8%
 
0.9583330154418944 453 0.8%
 

DeviceInfo
Categorical

Distinct count 810
Unique (%) 1.4%
Missing (%) 80.0%
Missing (n) 47214
Windows
 
4784
iOS Device
 
1966
MacOS
 
1222
Other values (806)
 
3868
(Missing)
47214
Value Count Frequency (%)  
Windows 4784 8.1%
 
iOS Device 1966 3.3%
 
MacOS 1222 2.1%
 
Trident/7.0 743 1.3%
 
rv:11.0 208 0.4%
 
rv:57.0 89 0.2%
 
SM-J700M Build/MMB29K 56 0.1%
 
SM-G531H Build/LMY48B 52 0.1%
 
rv:59.0 44 0.1%
 
SM-G610M Build/MMB29K 40 0.1%
 
Other values (799) 2636 4.5%
 
(Missing) 47214 80.0%
 

DeviceType
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44887
desktop
 
8576
mobile
 
5591
(Missing)
44887
Value Count Frequency (%)  
desktop 8576 14.5%
 
mobile 5591 9.5%
 
(Missing) 44887 76.0%
 

M1
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 46.0%
Missing (n) 27155
T
31897
F
 
2
(Missing)
27155
Value Count Frequency (%)  
T 31897 54.0%
 
F 2 0.0%
 
(Missing) 27155 46.0%
 

M2
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 46.0%
Missing (n) 27155
T
28508
F
 
3391
(Missing)
27155
Value Count Frequency (%)  
T 28508 48.3%
 
F 3391 5.7%
 
(Missing) 27155 46.0%
 

M3
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 46.0%
Missing (n) 27155
T
25098
F
6801
(Missing)
27155
Value Count Frequency (%)  
T 25098 42.5%
 
F 6801 11.5%
 
(Missing) 27155 46.0%
 

M4
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 47.6%
Missing (n) 28115
M0
19616
M2
6043
M1
 
5280
(Missing)
28115
Value Count Frequency (%)  
M0 19616 33.2%
 
M2 6043 10.2%
 
M1 5280 8.9%
 
(Missing) 28115 47.6%
 

M5
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 59.4%
Missing (n) 35088
F
13281
T
10685
(Missing)
35088
Value Count Frequency (%)  
F 13281 22.5%
 
T 10685 18.1%
 
(Missing) 35088 59.4%
 

M6
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 28.8%
Missing (n) 16981
F
22796
T
19277
(Missing)
16981
Value Count Frequency (%)  
F 22796 38.6%
 
T 19277 32.6%
 
(Missing) 16981 28.8%
 

M7
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 58.6%
Missing (n) 34618
F
21169
T
 
3267
(Missing)
34618
Value Count Frequency (%)  
F 21169 35.8%
 
T 3267 5.5%
 
(Missing) 34618 58.6%
 

M8
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 58.6%
Missing (n) 34615
F
15574
T
8865
(Missing)
34615
Value Count Frequency (%)  
F 15574 26.4%
 
T 8865 15.0%
 
(Missing) 34615 58.6%
 

M9
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 58.6%
Missing (n) 34615
T
20604
F
 
3835
(Missing)
34615
Value Count Frequency (%)  
T 20604 34.9%
 
F 3835 6.5%
 
(Missing) 34615 58.6%
 

P_emaildomain
Categorical

Distinct count 60
Unique (%) 0.1%
Missing (%) 15.9%
Missing (n) 9395
gmail.com
22818
yahoo.com
10059
hotmail.com
 
4569
Other values (56)
12213
(Missing)
9395
Value Count Frequency (%)  
gmail.com 22818 38.6%
 
yahoo.com 10059 17.0%
 
hotmail.com 4569 7.7%
 
anonymous.com 3705 6.3%
 
aol.com 2850 4.8%
 
comcast.net 825 1.4%
 
icloud.com 648 1.1%
 
outlook.com 517 0.9%
 
att.net 423 0.7%
 
msn.com 402 0.7%
 
Other values (49) 2843 4.8%
 
(Missing) 9395 15.9%
 

ProductCD
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
W
43915
C
 
6939
R
 
3683
Other values (2)
 
4517
Value Count Frequency (%)  
W 43915 74.4%
 
C 6939 11.8%
 
R 3683 6.2%
 
H 3314 5.6%
 
S 1203 2.0%
 

R_emaildomain
Categorical

Distinct count 59
Unique (%) 0.1%
Missing (%) 76.8%
Missing (n) 45327
gmail.com
 
5761
hotmail.com
 
2783
anonymous.com
 
2080
Other values (55)
 
3103
(Missing)
45327
Value Count Frequency (%)  
gmail.com 5761 9.8%
 
hotmail.com 2783 4.7%
 
anonymous.com 2080 3.5%
 
yahoo.com 1167 2.0%
 
aol.com 366 0.6%
 
outlook.com 253 0.4%
 
yahoo.com.mx 151 0.3%
 
comcast.net 149 0.3%
 
icloud.com 124 0.2%
 
msn.com 82 0.1%
 
Other values (48) 811 1.4%
 
(Missing) 45327 76.8%
 

TransactionAmt
Numeric

Distinct count 5720
Unique (%) 9.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 135.1
Minimum 0.292
Maximum 5420
Zeros (%) 0.0%

Quantile statistics

Minimum 0.292
5-th percentile 20
Q1 43
Median 70.768
Q3 125
95-th percentile 445
Maximum 5420
Range 5419.7
Interquartile range 82

Descriptive statistics

Standard deviation 230.47
Coef of variation 1.706
Kurtosis 72.381
Mean 135.1
MAD 111.11
Skewness 6.9815
Sum 7978100
Variance 53117
Memory size 461.4 KiB
Value Count Frequency (%)  
59.0 2942 5.0%
 
117.0 2842 4.8%
 
107.95 2371 4.0%
 
57.95 2366 4.0%
 
100.0 2046 3.5%
 
50.0 1689 2.9%
 
49.0 1619 2.7%
 
226.0 1211 2.1%
 
39.0 1119 1.9%
 
29.0 1026 1.7%
 
Other values (5710) 39823 67.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.292 1 0.0%
 
0.424 2 0.0%
 
0.467 1 0.0%
 
0.583 1 0.0%
 
0.861 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4194.95 1 0.0%
 
4222.95 2 0.0%
 
4299.36 2 0.0%
 
4309.19 1 0.0%
 
5420.0 1 0.0%
 

TransactionDT
Highly correlated

This variable is highly correlated with TransactionID and should be ignored for analysis

Correlation 0.99827

TransactionID
Highly correlated

This variable is highly correlated with index and should be ignored for analysis

Correlation 1

V1
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99994
Minimum 0
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.00802
Coef of variation 0.0080206
Kurtosis 15544
Mean 0.99994
MAD 0.00012864
Skewness -124.68
Sum 31091
Variance 6.4321e-05
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 31091 52.6%
 
0.0 2 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 31091 52.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 31091 52.6%
 

V10
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.46438
Minimum 0
Maximum 3
Zeros (%) 28.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.52119
Coef of variation 1.1223
Kurtosis -1.0939
Mean 0.46438
MAD 0.50753
Skewness 0.41099
Sum 14439
Variance 0.27164
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 16991 28.8%
 
1.0 13784 23.3%
 
2.0 299 0.5%
 
3.0 19 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 16991 28.8%
 
1.0 13784 23.3%
 
2.0 299 0.5%
 
3.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 16991 28.8%
 
1.0 13784 23.3%
 
2.0 299 0.5%
 
3.0 19 0.0%
 

V100
Numeric

Distinct count 28
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.27698
Minimum 0
Maximum 28
Zeros (%) 83.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.95983
Coef of variation 3.4654
Kurtosis 146.25
Mean 0.27698
MAD 0.46484
Skewness 9.2062
Sum 16345
Variance 0.92128
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 49519 83.9%
 
1.0 6435 10.9%
 
2.0 1702 2.9%
 
3.0 652 1.1%
 
4.0 337 0.6%
 
10.0 77 0.1%
 
5.0 75 0.1%
 
7.0 58 0.1%
 
6.0 53 0.1%
 
9.0 31 0.1%
 
Other values (17) 73 0.1%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 49519 83.9%
 
1.0 6435 10.9%
 
2.0 1702 2.9%
 
3.0 652 1.1%
 
4.0 337 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
22.0 2 0.0%
 
23.0 2 0.0%
 
24.0 1 0.0%
 
27.0 1 0.0%
 
28.0 2 0.0%
 

V101
Highly correlated

This variable is highly correlated with V97 and should be ignored for analysis

Correlation 0.91254

V102
Highly correlated

This variable is highly correlated with V101 and should be ignored for analysis

Correlation 0.93263

V103
Highly correlated

This variable is highly correlated with V102 and should be ignored for analysis

Correlation 0.99367

V104
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.081695
Minimum 0
Maximum 15
Zeros (%) 95.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 15
Range 15
Interquartile range 0

Descriptive statistics

Standard deviation 0.62565
Coef of variation 7.6583
Kurtosis 286.35
Mean 0.081695
MAD 0.15618
Skewness 15.362
Sum 4821
Variance 0.39144
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 56407 95.5%
 
1.0 1896 3.2%
 
2.0 407 0.7%
 
3.0 108 0.2%
 
11.0 90 0.2%
 
4.0 41 0.1%
 
15.0 22 0.0%
 
5.0 11 0.0%
 
6.0 10 0.0%
 
12.0 8 0.0%
 
Other values (3) 12 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56407 95.5%
 
1.0 1896 3.2%
 
2.0 407 0.7%
 
3.0 108 0.2%
 
4.0 41 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 2 0.0%
 
9.0 3 0.0%
 
11.0 90 0.2%
 
12.0 8 0.0%
 
15.0 22 0.0%
 

V105
Highly correlated

This variable is highly correlated with V103 and should be ignored for analysis

Correlation 0.93215

V106
Highly correlated

This variable is highly correlated with V105 and should be ignored for analysis

Correlation 0.96138

V107
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99971
Minimum 0
Maximum 1
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.016971
Coef of variation 0.016975
Kurtosis 3466.6
Mean 0.99971
MAD 0.00057599
Skewness -58.894
Sum 58995
Variance 0.000288
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58995 99.9%
 
0.0 17 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58995 99.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58995 99.9%
 

V108
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0049
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.08146
Coef of variation 0.081063
Kurtosis 425.89
Mean 1.0049
MAD 0.010325
Skewness 16.968
Sum 59301
Variance 0.0066358
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58717 99.4%
 
2.0 256 0.4%
 
3.0 17 0.0%
 
0.0 17 0.0%
 
4.0 4 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58717 99.4%
 
2.0 256 0.4%
 
3.0 17 0.0%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58717 99.4%
 
2.0 256 0.4%
 
3.0 17 0.0%
 
4.0 4 0.0%
 
5.0 1 0.0%
 

V109
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0149
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.12834
Coef of variation 0.12645
Kurtosis 111.81
Mean 1.0149
MAD 0.029534
Skewness 9.4397
Sum 59891
Variance 0.01647
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58163 98.5%
 
2.0 811 1.4%
 
3.0 27 0.0%
 
0.0 5 0.0%
 
4.0 5 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58163 98.5%
 
2.0 811 1.4%
 
3.0 27 0.0%
 
4.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58163 98.5%
 
2.0 811 1.4%
 
3.0 27 0.0%
 
4.0 5 0.0%
 
5.0 1 0.0%
 

V11
Highly correlated

This variable is highly correlated with V10 and should be ignored for analysis

Correlation 0.96606

V110
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0078
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.096931
Coef of variation 0.096185
Kurtosis 242.7
Mean 1.0078
MAD 0.01588
Skewness 13.194
Sum 59470
Variance 0.0093956
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58555 99.2%
 
2.0 420 0.7%
 
3.0 18 0.0%
 
0.0 14 0.0%
 
4.0 4 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58555 99.2%
 
2.0 420 0.7%
 
3.0 18 0.0%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58555 99.2%
 
2.0 420 0.7%
 
3.0 18 0.0%
 
4.0 4 0.0%
 
5.0 1 0.0%
 

V111
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.003
Minimum 0
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.073464
Coef of variation 0.073247
Kurtosis 1532.3
Mean 1.003
MAD 0.0064915
Skewness 29.927
Sum 59187
Variance 0.005397
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58839 99.6%
 
2.0 130 0.2%
 
3.0 21 0.0%
 
0.0 17 0.0%
 
4.0 3 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58839 99.6%
 
2.0 130 0.2%
 
3.0 21 0.0%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 130 0.2%
 
3.0 21 0.0%
 
4.0 3 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

V112
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0057
Minimum 0
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.087723
Coef of variation 0.087229
Kurtosis 791.59
Mean 1.0057
MAD 0.011431
Skewness 21.596
Sum 59346
Variance 0.0076953
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58705 99.4%
 
2.0 275 0.5%
 
3.0 22 0.0%
 
0.0 5 0.0%
 
4.0 3 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58705 99.4%
 
2.0 275 0.5%
 
3.0 22 0.0%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 275 0.5%
 
3.0 22 0.0%
 
4.0 3 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

V113
Highly correlated

This variable is highly correlated with V111 and should be ignored for analysis

Correlation 0.92723

V114
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0094
Minimum 0
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.11013
Coef of variation 0.10911
Kurtosis 262.09
Mean 1.0094
MAD 0.01922
Skewness 13.253
Sum 59567
Variance 0.01213
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58475 99.0%
 
2.0 478 0.8%
 
3.0 35 0.1%
 
0.0 17 0.0%
 
4.0 5 0.0%
 
6.0 1 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58475 99.0%
 
2.0 478 0.8%
 
3.0 35 0.1%
 
4.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 478 0.8%
 
3.0 35 0.1%
 
4.0 5 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 

V115
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0319
Minimum 0
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.18958
Coef of variation 0.18371
Kurtosis 55.769
Mean 1.0319
MAD 0.062145
Skewness 6.6408
Sum 60897
Variance 0.035939
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 57243 96.9%
 
2.0 1651 2.8%
 
3.0 103 0.2%
 
4.0 8 0.0%
 
0.0 5 0.0%
 
6.0 1 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 57243 96.9%
 
2.0 1651 2.8%
 
3.0 103 0.2%
 
4.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 1651 2.8%
 
3.0 103 0.2%
 
4.0 8 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 

V116
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0153
Minimum 0
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.13542
Coef of variation 0.13338
Kurtosis 138.97
Mean 1.0153
MAD 0.030671
Skewness 9.9636
Sum 59916
Variance 0.018338
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58148 98.5%
 
2.0 792 1.3%
 
3.0 51 0.1%
 
0.0 14 0.0%
 
4.0 5 0.0%
 
6.0 1 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58148 98.5%
 
2.0 792 1.3%
 
3.0 51 0.1%
 
4.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 792 1.3%
 
3.0 51 0.1%
 
4.0 5 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 

V117
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0004
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.031617
Coef of variation 0.031604
Kurtosis 996.93
Mean 1.0004
MAD 0.0014228
Skewness 13.365
Sum 59037
Variance 0.00099963
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58953 99.8%
 
2.0 42 0.1%
 
0.0 17 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58953 99.8%
 
2.0 42 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58953 99.8%
 
2.0 42 0.1%
 

V118
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0014
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.039029
Coef of variation 0.038977
Kurtosis 651.17
Mean 1.0014
MAD 0.0028769
Skewness 22.699
Sum 59092
Variance 0.0015233
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58922 99.8%
 
2.0 85 0.1%
 
0.0 5 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58922 99.8%
 
2.0 85 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58922 99.8%
 
2.0 85 0.1%
 

V119
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0007
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.033689
Coef of variation 0.033667
Kurtosis 877.17
Mean 1.0007
MAD 0.0017951
Skewness 17.227
Sum 59051
Variance 0.0011349
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58945 99.8%
 
2.0 53 0.1%
 
0.0 14 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58945 99.8%
 
2.0 53 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58945 99.8%
 
2.0 53 0.1%
 

V12
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.55882
Minimum 0
Maximum 3
Zeros (%) 39.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.51058
Coef of variation 0.91368
Kurtosis -1.533
Mean 0.55882
MAD 0.50075
Skewness -0.067572
Sum 28754
Variance 0.26069
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 28059 47.5%
 
0.0 23054 39.0%
 
2.0 331 0.6%
 
3.0 11 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 23054 39.0%
 
1.0 28059 47.5%
 
2.0 331 0.6%
 
3.0 11 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 23054 39.0%
 
1.0 28059 47.5%
 
2.0 331 0.6%
 
3.0 11 0.0%
 

V120
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0008
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.036811
Coef of variation 0.036783
Kurtosis 734.05
Mean 1.0008
MAD 0.0021335
Skewness 15.564
Sum 59058
Variance 0.0013551
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58932 99.8%
 
2.0 63 0.1%
 
0.0 17 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58932 99.8%
 
2.0 63 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 58932 99.8%
 
2.0 63 0.1%
 

V121
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0039
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.063389
Coef of variation 0.063145
Kurtosis 243.14
Mean 1.0039
MAD 0.0078662
Skewness 14.986
Sum 59240
Variance 0.0040182
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58774 99.5%
 
2.0 233 0.4%
 
0.0 5 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58774 99.5%
 
2.0 233 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 58774 99.5%
 
2.0 233 0.4%
 

V122
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0015
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.04412
Coef of variation 0.044056
Kurtosis 509.05
Mean 1.0015
MAD 0.003418
Skewness 17.066
Sum 59099
Variance 0.0019466
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 58897 99.7%
 
2.0 101 0.2%
 
0.0 14 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58897 99.7%
 
2.0 101 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 58897 99.7%
 
2.0 101 0.2%
 

V123
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0301
Minimum 0
Maximum 11
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.22688
Coef of variation 0.22026
Kurtosis 329.19
Mean 1.0301
MAD 0.059239
Skewness 13.764
Sum 60787
Variance 0.051475
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 57529 97.4%
 
2.0 1275 2.2%
 
3.0 135 0.2%
 
4.0 26 0.0%
 
0.0 17 0.0%
 
6.0 12 0.0%
 
5.0 7 0.0%
 
8.0 4 0.0%
 
7.0 3 0.0%
 
9.0 2 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17 0.0%
 
1.0 57529 97.4%
 
2.0 1275 2.2%
 
3.0 135 0.2%
 
4.0 26 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 3 0.0%
 
8.0 4 0.0%
 
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 

V124
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0916
Minimum 0
Maximum 11
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.37101
Coef of variation 0.33987
Kurtosis 61.439
Mean 1.0916
MAD 0.16991
Skewness 6.0674
Sum 64418
Variance 0.13765
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 54668 92.6%
 
2.0 3597 6.1%
 
3.0 508 0.9%
 
4.0 189 0.3%
 
5.0 20 0.0%
 
6.0 14 0.0%
 
0.0 5 0.0%
 
8.0 4 0.0%
 
7.0 3 0.0%
 
9.0 2 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 54668 92.6%
 
2.0 3597 6.1%
 
3.0 508 0.9%
 
4.0 189 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 3 0.0%
 
8.0 4 0.0%
 
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 

V125
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0489
Minimum 0
Maximum 11
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.27825
Coef of variation 0.26528
Kurtosis 158.82
Mean 1.0489
MAD 0.094362
Skewness 9.4732
Sum 61898
Variance 0.077424
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 56631 95.9%
 
2.0 2018 3.4%
 
3.0 245 0.4%
 
4.0 73 0.1%
 
0.0 14 0.0%
 
6.0 12 0.0%
 
5.0 8 0.0%
 
8.0 4 0.0%
 
7.0 3 0.0%
 
9.0 2 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.0%
 
1.0 56631 95.9%
 
2.0 2018 3.4%
 
3.0 245 0.4%
 
4.0 73 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 3 0.0%
 
8.0 4 0.0%
 
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 

V126
Highly correlated

This variable is highly correlated with V103 and should be ignored for analysis

Correlation 0.9124

V127
Highly correlated

This variable is highly correlated with V126 and should be ignored for analysis

Correlation 0.92687

V128
Highly correlated

This variable is highly correlated with V127 and should be ignored for analysis

Correlation 0.99084

V129
Numeric

Distinct count 581
Unique (%) 1.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.2924
Minimum 0
Maximum 30250
Zeros (%) 94.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 29.973
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 144.16
Coef of variation 15.514
Kurtosis 32860
Mean 9.2924
MAD 17.565
Skewness 159.33
Sum 548360
Variance 20783
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 55769 94.4%
 
59.0 244 0.4%
 
117.0 235 0.4%
 
49.0 126 0.2%
 
39.0 105 0.2%
 
226.0 100 0.2%
 
29.0 88 0.1%
 
107.9499969482422 84 0.1%
 
57.95000076293945 79 0.1%
 
171.0 74 0.1%
 
Other values (570) 2108 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55769 94.4%
 
5.0 4 0.0%
 
5.989999771118164 1 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3053.969970703125 1 0.0%
 
3163.949951171875 1 0.0%
 
3499.89990234375 1 0.0%
 
3894.010009765625 1 0.0%
 
30250.0 1 0.0%
 

V13
Highly correlated

This variable is highly correlated with V12 and should be ignored for analysis

Correlation 0.92525

V130
Numeric

Distinct count 3887
Unique (%) 6.6%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 93.458
Minimum 0
Maximum 41690
Zeros (%) 68.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 59
95-th percentile 449
Maximum 41690
Range 41690
Interquartile range 59

Descriptive statistics

Standard deviation 334.86
Coef of variation 3.583
Kurtosis 4088.7
Mean 93.458
MAD 135.42
Skewness 37.198
Sum 5515100
Variance 112130
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 40287 68.2%
 
107.9499969482422 591 1.0%
 
59.0 542 0.9%
 
57.95000076293945 518 0.9%
 
117.0 511 0.9%
 
49.0 249 0.4%
 
226.0 233 0.4%
 
47.95000076293945 219 0.4%
 
35.95000076293945 211 0.4%
 
39.0 181 0.3%
 
Other values (3876) 15470 26.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 40287 68.2%
 
5.0 2 0.0%
 
5.989999771118164 1 0.0%
 
6.0 2 0.0%
 
7.989999771118164 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5031.7998046875 1 0.0%
 
5362.0 1 0.0%
 
5400.0 1 0.0%
 
11600.0 1 0.0%
 
41690.0 1 0.0%
 

V131
Numeric

Distinct count 1475
Unique (%) 2.5%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 31.771
Minimum 0
Maximum 30250
Zeros (%) 83.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 171
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 181.42
Coef of variation 5.7104
Kurtosis 13081
Mean 31.771
MAD 53.505
Skewness 81.958
Sum 1874900
Variance 32915
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 49519 83.9%
 
59.0 517 0.9%
 
117.0 516 0.9%
 
57.95000076293945 306 0.5%
 
49.0 257 0.4%
 
107.9499969482422 245 0.4%
 
226.0 208 0.4%
 
39.0 182 0.3%
 
29.0 151 0.3%
 
171.0 149 0.3%
 
Other values (1464) 6962 11.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 49519 83.9%
 
5.0 5 0.0%
 
5.989999771118164 1 0.0%
 
6.0 1 0.0%
 
8.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3303.929931640625 1 0.0%
 
3499.89990234375 1 0.0%
 
3894.010009765625 1 0.0%
 
4489.89990234375 1 0.0%
 
30250.0 1 0.0%
 

V132
Highly correlated

This variable is highly correlated with V128 and should be ignored for analysis

Correlation 0.91478

V133
Highly correlated

This variable is highly correlated with V132 and should be ignored for analysis

Correlation 0.93401

V134
Highly correlated

This variable is highly correlated with V133 and should be ignored for analysis

Correlation 0.99329

V135
Numeric

Distinct count 841
Unique (%) 1.4%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 15.957
Minimum 0
Maximum 18000
Zeros (%) 95.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 18000
Range 18000
Interquartile range 0

Descriptive statistics

Standard deviation 179.96
Coef of variation 11.277
Kurtosis 2539.1
Mean 15.957
MAD 30.514
Skewness 38.062
Sum 941680
Variance 32384
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 56407 95.5%
 
100.0 124 0.2%
 
200.0 84 0.1%
 
1165.0 80 0.1%
 
117.0 78 0.1%
 
50.0 66 0.1%
 
59.0 61 0.1%
 
107.9499969482422 58 0.1%
 
226.0 55 0.1%
 
300.0 51 0.1%
 
Other values (830) 1948 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56407 95.5%
 
3.383500099182129 1 0.0%
 
6.0 1 0.0%
 
6.063199996948242 1 0.0%
 
6.578400135040282 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7500.0 1 0.0%
 
8000.0 1 0.0%
 
8250.0 3 0.0%
 
12004.099609375 1 0.0%
 
18000.0 1 0.0%
 

V136
Numeric

Distinct count 1224
Unique (%) 2.1%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 36.974
Minimum 0
Maximum 18000
Zeros (%) 92.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 75
Maximum 18000
Range 18000
Interquartile range 0

Descriptive statistics

Standard deviation 379.5
Coef of variation 10.264
Kurtosis 412.19
Mean 36.974
MAD 68.845
Skewness 18.52
Sum 2181900
Variance 144020
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 54810 92.8%
 
100.0 138 0.2%
 
117.0 135 0.2%
 
59.0 117 0.2%
 
107.9499969482422 107 0.2%
 
200.0 90 0.2%
 
226.0 86 0.1%
 
7709.0 80 0.1%
 
50.0 78 0.1%
 
57.95000076293945 72 0.1%
 
Other values (1213) 3299 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54810 92.8%
 
3.383500099182129 1 0.0%
 
6.0 1 0.0%
 
6.063199996948242 1 0.0%
 
6.578400135040282 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9000.0 1 0.0%
 
9205.0 1 0.0%
 
9853.0 1 0.0%
 
12004.099609375 1 0.0%
 
18000.0 1 0.0%
 

V137
Highly correlated

This variable is highly correlated with V136 and should be ignored for analysis

Correlation 0.92519

V138
Numeric

Distinct count 15
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.040133
Minimum 0
Maximum 22
Zeros (%) 13.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 22
Range 22
Interquartile range 0

Descriptive statistics

Standard deviation 0.48265
Coef of variation 12.026
Kurtosis 1059.6
Mean 0.040133
MAD 0.078787
Skewness 27.775
Sum 327
Variance 0.23295
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7998 13.5%
 
1.0 93 0.2%
 
2.0 22 0.0%
 
3.0 15 0.0%
 
4.0 9 0.0%
 
5.0 3 0.0%
 
11.0 1 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
21.0 1 0.0%
 
Other values (4) 4 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7998 13.5%
 
1.0 93 0.2%
 
2.0 22 0.0%
 
3.0 15 0.0%
 
4.0 9 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 1 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 
21.0 1 0.0%
 
22.0 1 0.0%
 

V139
Numeric

Distinct count 24
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0728
Minimum 0
Maximum 26
Zeros (%) 3.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 3
Maximum 26
Range 26
Interquartile range 1

Descriptive statistics

Standard deviation 1.3895
Coef of variation 1.2952
Kurtosis 77.235
Mean 1.0728
MAD 0.66904
Skewness 6.4106
Sum 8741
Variance 1.9308
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 4684 7.9%
 
0.0 2223 3.8%
 
2.0 618 1.0%
 
3.0 290 0.5%
 
4.0 138 0.2%
 
5.0 96 0.2%
 
6.0 30 0.1%
 
7.0 18 0.0%
 
8.0 13 0.0%
 
9.0 11 0.0%
 
Other values (13) 27 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2223 3.8%
 
1.0 4684 7.9%
 
2.0 618 1.0%
 
3.0 290 0.5%
 
4.0 138 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
21.0 2 0.0%
 
22.0 1 0.0%
 
24.0 1 0.0%
 
25.0 2 0.0%
 
26.0 1 0.0%
 

V14
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99942
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.024139
Coef of variation 0.024153
Kurtosis 1710.3
Mean 0.99942
MAD 0.0011654
Skewness -41.38
Sum 51425
Variance 0.00058271
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 51425 87.1%
 
0.0 30 0.1%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 30 0.1%
 
1.0 51425 87.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 30 0.1%
 
1.0 51425 87.1%
 

V140
Highly correlated

This variable is highly correlated with V139 and should be ignored for analysis

Correlation 0.96167

V141
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.041237
Minimum 0
Maximum 3
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.22492
Coef of variation 5.4543
Kurtosis 43.813
Mean 0.041237
MAD 0.079498
Skewness 6.1768
Sum 336
Variance 0.050588
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7854 13.3%
 
1.0 255 0.4%
 
2.0 36 0.1%
 
3.0 3 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7854 13.3%
 
1.0 255 0.4%
 
2.0 36 0.1%
 
3.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 7854 13.3%
 
1.0 255 0.4%
 
2.0 36 0.1%
 
3.0 3 0.0%
 

V142
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.055474
Minimum 0
Maximum 9
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.35641
Coef of variation 6.4249
Kurtosis 168.74
Mean 0.055474
MAD 0.10685
Skewness 10.794
Sum 452
Variance 0.12703
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7847 13.3%
 
1.0 224 0.4%
 
2.0 42 0.1%
 
3.0 15 0.0%
 
4.0 10 0.0%
 
5.0 7 0.0%
 
9.0 2 0.0%
 
6.0 1 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7847 13.3%
 
1.0 224 0.4%
 
2.0 42 0.1%
 
3.0 15 0.0%
 
4.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 15 0.0%
 
4.0 10 0.0%
 
5.0 7 0.0%
 
6.0 1 0.0%
 
9.0 2 0.0%
 

V143
Highly correlated

This variable is highly correlated with V134 and should be ignored for analysis

Correlation 0.90981

V144
Numeric

Distinct count 59
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 50905
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.6789
Minimum 0
Maximum 61
Zeros (%) 10.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 34
Maximum 61
Range 61
Interquartile range 0

Descriptive statistics

Standard deviation 10.378
Coef of variation 2.8211
Kurtosis 8.6557
Mean 3.6789
MAD 6.0712
Skewness 3.0888
Sum 29979
Variance 107.71
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6230 10.5%
 
1.0 514 0.9%
 
2.0 223 0.4%
 
3.0 98 0.2%
 
11.0 96 0.2%
 
4.0 54 0.1%
 
15.0 48 0.1%
 
39.0 41 0.1%
 
14.0 38 0.1%
 
5.0 35 0.1%
 
Other values (48) 772 1.3%
 
(Missing) 50905 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6230 10.5%
 
1.0 514 0.9%
 
2.0 223 0.4%
 
3.0 98 0.2%
 
4.0 54 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
53.0 12 0.0%
 
54.0 6 0.0%
 
55.0 3 0.0%
 
56.0 4 0.0%
 
61.0 3 0.0%
 

V145
Highly correlated

This variable is highly correlated with V144 and should be ignored for analysis

Correlation 0.95383

V146
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1474
Minimum 0
Maximum 24
Zeros (%) 12.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 24
Range 24
Interquartile range 0

Descriptive statistics

Standard deviation 0.68779
Coef of variation 4.6662
Kurtosis 274.22
Mean 0.1474
MAD 0.26994
Skewness 12.144
Sum 1201
Variance 0.47305
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7461 12.6%
 
1.0 427 0.7%
 
2.0 155 0.3%
 
3.0 59 0.1%
 
4.0 21 0.0%
 
5.0 8 0.0%
 
6.0 5 0.0%
 
11.0 4 0.0%
 
7.0 2 0.0%
 
9.0 2 0.0%
 
Other values (3) 4 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7461 12.6%
 
1.0 427 0.7%
 
2.0 155 0.3%
 
3.0 59 0.1%
 
4.0 21 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 2 0.0%
 
9.0 2 0.0%
 
11.0 4 0.0%
 
17.0 1 0.0%
 
24.0 1 0.0%
 

V147
Highly correlated

This variable is highly correlated with V146 and should be ignored for analysis

Correlation 0.97191

V148
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.75982
Minimum 0
Maximum 20
Zeros (%) 3.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 20
Range 20
Interquartile range 1

Descriptive statistics

Standard deviation 0.59816
Coef of variation 0.78724
Kurtosis 184.21
Mean 0.75982
MAD 0.4146
Skewness 6.9242
Sum 6191
Variance 0.3578
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 5783 9.8%
 
0.0 2223 3.8%
 
2.0 90 0.2%
 
3.0 31 0.1%
 
4.0 8 0.0%
 
5.0 6 0.0%
 
8.0 2 0.0%
 
15.0 1 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2223 3.8%
 
1.0 5783 9.8%
 
2.0 90 0.2%
 
3.0 31 0.1%
 
4.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 1 0.0%
 
8.0 2 0.0%
 
9.0 1 0.0%
 
15.0 1 0.0%
 
20.0 1 0.0%
 

V149
Highly correlated

This variable is highly correlated with V148 and should be ignored for analysis

Correlation 0.98368

V15
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12397
Minimum 0
Maximum 7
Zeros (%) 76.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.33464
Coef of variation 2.6993
Kurtosis 8.6394
Mean 0.12397
MAD 0.21749
Skewness 2.5847
Sum 6379
Variance 0.11199
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 45134 76.4%
 
1.0 6278 10.6%
 
2.0 35 0.1%
 
3.0 5 0.0%
 
7.0 1 0.0%
 
5.0 1 0.0%
 
4.0 1 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 45134 76.4%
 
1.0 6278 10.6%
 
2.0 35 0.1%
 
3.0 5 0.0%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 35 0.1%
 
3.0 5 0.0%
 
4.0 1 0.0%
 
5.0 1 0.0%
 
7.0 1 0.0%
 

V150
Highly correlated

This variable is highly correlated with V145 and should be ignored for analysis

Correlation 0.98242

V151
Highly correlated

This variable is highly correlated with V150 and should be ignored for analysis

Correlation 0.9726

V152
Highly correlated

This variable is highly correlated with V151 and should be ignored for analysis

Correlation 0.93637

V153
Highly correlated

This variable is highly correlated with V149 and should be ignored for analysis

Correlation 0.93213

V154
Highly correlated

This variable is highly correlated with V153 and should be ignored for analysis

Correlation 0.98965

V155
Highly correlated

This variable is highly correlated with V154 and should be ignored for analysis

Correlation 0.94946

V156
Highly correlated

This variable is highly correlated with V155 and should be ignored for analysis

Correlation 0.9859

V157
Highly correlated

This variable is highly correlated with V156 and should be ignored for analysis

Correlation 0.92148

V158
Highly correlated

This variable is highly correlated with V157 and should be ignored for analysis

Correlation 0.98293

V159
Highly correlated

This variable is highly correlated with V151 and should be ignored for analysis

Correlation 0.9623

V16
Highly correlated

This variable is highly correlated with V15 and should be ignored for analysis

Correlation 0.99136

V160
Highly correlated

This variable is highly correlated with V151 and should be ignored for analysis

Correlation 0.90723

V161
Numeric

Distinct count 43
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.9541
Minimum 0
Maximum 1200
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1200
Range 1200
Interquartile range 0

Descriptive statistics

Standard deviation 44.615
Coef of variation 9.0056
Kurtosis 339.94
Mean 4.9541
MAD 9.5507
Skewness 16.43
Sum 40366
Variance 1990.5
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7854 13.3%
 
50.0 49 0.1%
 
100.0 41 0.1%
 
25.0 19 0.0%
 
40.0 16 0.0%
 
200.0 15 0.0%
 
150.0 14 0.0%
 
15.0 13 0.0%
 
20.0 13 0.0%
 
75.0 12 0.0%
 
Other values (32) 102 0.2%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7854 13.3%
 
5.0 3 0.0%
 
7.0 1 0.0%
 
10.0 5 0.0%
 
15.0 13 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
500.0 1 0.0%
 
525.0 2 0.0%
 
600.0 3 0.0%
 
1000.0 6 0.0%
 
1200.0 2 0.0%
 

V162
Numeric

Distinct count 76
Unique (%) 0.1%
Missing (%) 86.2%
Missing (n) 50906
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.3988
Minimum 0
Maximum 1300
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 1300
Range 1300
Interquartile range 0

Descriptive statistics

Standard deviation 60.375
Coef of variation 8.1601
Kurtosis 194.44
Mean 7.3988
MAD 14.215
Skewness 12.792
Sum 60286
Variance 3645.1
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7826 13.3%
 
50.0 41 0.1%
 
100.0 41 0.1%
 
150.0 18 0.0%
 
25.0 15 0.0%
 
200.0 14 0.0%
 
30.0 13 0.0%
 
250.0 12 0.0%
 
15.0 12 0.0%
 
75.0 10 0.0%
 
Other values (65) 146 0.2%
 
(Missing) 50906 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7826 13.3%
 
5.0 3 0.0%
 
7.0 2 0.0%
 
10.0 4 0.0%
 
14.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1000.0 6 0.0%
 
1065.0 1 0.0%
 
1140.0 1 0.0%
 
1200.0 2 0.0%
 
1300.0 1 0.0%
 

V163
Highly correlated

This variable is highly correlated with V162 and should be ignored for analysis

Correlation 0.90579

V164
Highly correlated

This variable is highly correlated with V143 and should be ignored for analysis

Correlation 0.99484

V165
Numeric

Distinct count 717
Unique (%) 1.2%
Missing (%) 86.2%
Missing (n) 50905
Infinite (%) 0.0%
Infinite (n) 0
Mean 2180.1
Minimum 0
Maximum 98420
Zeros (%) 10.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 14445
Maximum 98420
Range 98420
Interquartile range 0

Descriptive statistics

Standard deviation 7841.9
Coef of variation 3.5971
Kurtosis 59.79
Mean 2180.1
MAD 3675.5
Skewness 6.8082
Sum 17765000
Variance 61496000
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6206 10.5%
 
100.0 84 0.1%
 
200.0 67 0.1%
 
300.0 67 0.1%
 
150.0 66 0.1%
 
50.0 55 0.1%
 
400.0 26 0.0%
 
600.0 25 0.0%
 
75.0 22 0.0%
 
250.0 19 0.0%
 
Other values (706) 1512 2.6%
 
(Missing) 50905 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6206 10.5%
 
5.0 1 0.0%
 
8.0 3 0.0%
 
10.0 1 0.0%
 
15.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
97368.0 1 0.0%
 
97474.0 1 0.0%
 
97634.0 1 0.0%
 
98196.0 1 0.0%
 
98420.0 1 0.0%
 

V166
Numeric

Distinct count 483
Unique (%) 0.8%
Missing (%) 86.2%
Missing (n) 50905
Infinite (%) 0.0%
Infinite (n) 0
Mean 357.95
Minimum 0
Maximum 104060
Zeros (%) 10.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2723.4
Maximum 104060
Range 104060
Interquartile range 0

Descriptive statistics

Standard deviation 1498.2
Coef of variation 4.1855
Kurtosis 2822
Mean 357.95
MAD 582.76
Skewness 41.802
Sum 2916900
Variance 2244600
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6230 10.5%
 
100.0 143 0.2%
 
200.0 99 0.2%
 
300.0 84 0.1%
 
1165.0 81 0.1%
 
150.0 66 0.1%
 
50.0 55 0.1%
 
400.0 31 0.1%
 
500.0 31 0.1%
 
250.0 30 0.1%
 
Other values (472) 1299 2.2%
 
(Missing) 50905 86.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6230 10.5%
 
6.0 1 0.0%
 
7.0 1 0.0%
 
10.0 5 0.0%
 
11.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8250.0 4 0.0%
 
9400.0 1 0.0%
 
15000.0 1 0.0%
 
18000.0 1 0.0%
 
104060.0 1 0.0%
 

V167
Highly correlated

This variable is highly correlated with V164 and should be ignored for analysis

Correlation 0.98025

V168
Highly correlated

This variable is highly correlated with V167 and should be ignored for analysis

Correlation 0.92148

V169
Numeric

Distinct count 17
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16989
Minimum 0
Maximum 18
Zeros (%) 22.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 18
Range 18
Interquartile range 0

Descriptive statistics

Standard deviation 0.88694
Coef of variation 5.2208
Kurtosis 96.033
Mean 0.16989
MAD 0.31747
Skewness 8.4719
Sum 2391
Variance 0.78667
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 13150 22.3%
 
1.0 425 0.7%
 
2.0 177 0.3%
 
3.0 106 0.2%
 
4.0 90 0.2%
 
5.0 41 0.1%
 
6.0 24 0.0%
 
7.0 18 0.0%
 
8.0 12 0.0%
 
12.0 7 0.0%
 
Other values (6) 24 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13150 22.3%
 
1.0 425 0.7%
 
2.0 177 0.3%
 
3.0 106 0.2%
 
4.0 90 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
11.0 3 0.0%
 
12.0 7 0.0%
 
13.0 6 0.0%
 
14.0 2 0.0%
 
18.0 2 0.0%
 

V17
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13625
Minimum 0
Maximum 9
Zeros (%) 75.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.36983
Coef of variation 2.7143
Kurtosis 37.747
Mean 0.13625
MAD 0.23675
Skewness 3.8414
Sum 7011
Variance 0.13678
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 44702 75.7%
 
1.0 6604 11.2%
 
2.0 90 0.2%
 
3.0 41 0.1%
 
4.0 6 0.0%
 
5.0 4 0.0%
 
6.0 3 0.0%
 
9.0 3 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44702 75.7%
 
1.0 6604 11.2%
 
2.0 90 0.2%
 
3.0 41 0.1%
 
4.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 4 0.0%
 
6.0 3 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 
9.0 3 0.0%
 

V170
Numeric

Distinct count 31
Unique (%) 0.1%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.4339
Minimum 0
Maximum 41
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 4
Maximum 41
Range 41
Interquartile range 0

Descriptive statistics

Standard deviation 1.6898
Coef of variation 1.1784
Kurtosis 115.54
Mean 1.4339
MAD 0.83472
Skewness 8.0918
Sum 20181
Variance 2.8553
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10186 17.2%
 
2.0 1390 2.4%
 
0.0 1014 1.7%
 
3.0 646 1.1%
 
4.0 315 0.5%
 
5.0 206 0.3%
 
6.0 98 0.2%
 
7.0 55 0.1%
 
8.0 44 0.1%
 
9.0 27 0.0%
 
Other values (20) 93 0.2%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1014 1.7%
 
1.0 10186 17.2%
 
2.0 1390 2.4%
 
3.0 646 1.1%
 
4.0 315 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
28.0 1 0.0%
 
30.0 1 0.0%
 
33.0 1 0.0%
 
37.0 3 0.0%
 
41.0 1 0.0%
 

V171
Numeric

Distinct count 38
Unique (%) 0.1%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.6738
Minimum 0
Maximum 49
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 5
Maximum 49
Range 49
Interquartile range 0

Descriptive statistics

Standard deviation 2.3698
Coef of variation 1.4158
Kurtosis 71.229
Mean 1.6738
MAD 1.1699
Skewness 6.5762
Sum 23557
Variance 5.616
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 9734 16.5%
 
2.0 1471 2.5%
 
0.0 1000 1.7%
 
3.0 717 1.2%
 
4.0 357 0.6%
 
5.0 218 0.4%
 
6.0 134 0.2%
 
14.0 131 0.2%
 
7.0 71 0.1%
 
8.0 65 0.1%
 
Other values (27) 176 0.3%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1000 1.7%
 
1.0 9734 16.5%
 
2.0 1471 2.5%
 
3.0 717 1.2%
 
4.0 357 0.6%
 

Maximum 5 values

Value Count Frequency (%)  
41.0 1 0.0%
 
44.0 1 0.0%
 
45.0 1 0.0%
 
47.0 1 0.0%
 
49.0 1 0.0%
 

V172
Numeric

Distinct count 24
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14206
Minimum 0
Maximum 27
Zeros (%) 21.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 27
Range 27
Interquartile range 0

Descriptive statistics

Standard deviation 0.9663
Coef of variation 6.8019
Kurtosis 394.54
Mean 0.14206
MAD 0.2611
Skewness 17.971
Sum 1995
Variance 0.93374
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12905 21.9%
 
1.0 896 1.5%
 
2.0 156 0.3%
 
3.0 25 0.0%
 
4.0 11 0.0%
 
7.0 6 0.0%
 
5.0 6 0.0%
 
21.0 5 0.0%
 
11.0 4 0.0%
 
13.0 4 0.0%
 
Other values (13) 25 0.0%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12905 21.9%
 
1.0 896 1.5%
 
2.0 156 0.3%
 
3.0 25 0.0%
 
4.0 11 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
23.0 1 0.0%
 
24.0 4 0.0%
 
25.0 1 0.0%
 
26.0 1 0.0%
 
27.0 1 0.0%
 

V173
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.058178
Minimum 0
Maximum 5
Zeros (%) 22.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.27546
Coef of variation 4.7347
Kurtosis 52.397
Mean 0.058178
MAD 0.11052
Skewness 6.128
Sum 817
Variance 0.075877
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 13339 22.6%
 
1.0 616 1.0%
 
2.0 71 0.1%
 
3.0 11 0.0%
 
4.0 4 0.0%
 
5.0 2 0.0%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13339 22.6%
 
1.0 616 1.0%
 
2.0 71 0.1%
 
3.0 11 0.0%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 616 1.0%
 
2.0 71 0.1%
 
3.0 11 0.0%
 
4.0 4 0.0%
 
5.0 2 0.0%
 

V174
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13052
Minimum 0
Maximum 4
Zeros (%) 21.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.38345
Coef of variation 2.9378
Kurtosis 11.944
Mean 0.13052
MAD 0.23089
Skewness 3.2363
Sum 1837
Variance 0.14704
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12448 21.1%
 
1.0 1439 2.4%
 
2.0 164 0.3%
 
3.0 22 0.0%
 
4.0 1 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12448 21.1%
 
1.0 1439 2.4%
 
2.0 164 0.3%
 
3.0 22 0.0%
 
4.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 12448 21.1%
 
1.0 1439 2.4%
 
2.0 164 0.3%
 
3.0 22 0.0%
 
4.0 1 0.0%
 

V175
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.21344
Minimum 0
Maximum 12
Zeros (%) 21.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 12
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.85496
Coef of variation 4.0056
Kurtosis 50.152
Mean 0.21344
MAD 0.37663
Skewness 6.5598
Sum 3004
Variance 0.73096
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12417 21.0%
 
1.0 1213 2.1%
 
2.0 204 0.3%
 
7.0 123 0.2%
 
3.0 61 0.1%
 
4.0 22 0.0%
 
9.0 10 0.0%
 
5.0 9 0.0%
 
8.0 8 0.0%
 
6.0 5 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12417 21.0%
 
1.0 1213 2.1%
 
2.0 204 0.3%
 
3.0 61 0.1%
 
4.0 22 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 123 0.2%
 
8.0 8 0.0%
 
9.0 10 0.0%
 
10.0 1 0.0%
 
12.0 1 0.0%
 

V176
Numeric

Distinct count 39
Unique (%) 0.1%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3862
Minimum 0
Maximum 44
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 44
Range 44
Interquartile range 0

Descriptive statistics

Standard deviation 1.7902
Coef of variation 1.2915
Kurtosis 168.61
Mean 1.3862
MAD 0.66256
Skewness 11.043
Sum 19466
Variance 3.2049
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12029 20.4%
 
2.0 1113 1.9%
 
3.0 360 0.6%
 
4.0 177 0.3%
 
5.0 105 0.2%
 
6.0 64 0.1%
 
7.0 33 0.1%
 
8.0 25 0.0%
 
10.0 20 0.0%
 
9.0 19 0.0%
 
Other values (28) 98 0.2%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 12029 20.4%
 
2.0 1113 1.9%
 
3.0 360 0.6%
 
4.0 177 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
33.0 2 0.0%
 
36.0 2 0.0%
 
38.0 2 0.0%
 
41.0 1 0.0%
 
44.0 1 0.0%
 

V177
Highly correlated

This variable is highly correlated with V168 and should be ignored for analysis

Correlation 0.91318

V178
Highly correlated

This variable is highly correlated with V177 and should be ignored for analysis

Correlation 0.93807

V179
Highly correlated

This variable is highly correlated with V178 and should be ignored for analysis

Correlation 0.99495

V18
Highly correlated

This variable is highly correlated with V17 and should be ignored for analysis

Correlation 0.99172

V180
Numeric

Distinct count 58
Unique (%) 0.1%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.91744
Minimum 0
Maximum 81
Zeros (%) 21.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 81
Range 81
Interquartile range 0

Descriptive statistics

Standard deviation 6.0613
Coef of variation 6.6068
Kurtosis 79.317
Mean 0.91744
MAD 1.6207
Skewness 8.7003
Sum 12912
Variance 36.74
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12431 21.1%
 
1.0 899 1.5%
 
2.0 283 0.5%
 
3.0 92 0.2%
 
61.0 82 0.1%
 
4.0 46 0.1%
 
34.0 31 0.1%
 
5.0 23 0.0%
 
11.0 14 0.0%
 
7.0 13 0.0%
 
Other values (47) 160 0.3%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12431 21.1%
 
1.0 899 1.5%
 
2.0 283 0.5%
 
3.0 92 0.2%
 
4.0 46 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
65.0 3 0.0%
 
66.0 1 0.0%
 
72.0 4 0.0%
 
75.0 1 0.0%
 
81.0 1 0.0%
 

V181
Numeric

Distinct count 17
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.23727
Minimum 0
Maximum 16
Zeros (%) 21.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 1.1935
Coef of variation 5.03
Kurtosis 78.823
Mean 0.23727
MAD 0.42842
Skewness 8.3367
Sum 3332
Variance 1.4244
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12678 21.5%
 
1.0 823 1.4%
 
2.0 273 0.5%
 
11.0 87 0.1%
 
3.0 81 0.1%
 
4.0 39 0.1%
 
15.0 17 0.0%
 
5.0 15 0.0%
 
12.0 7 0.0%
 
7.0 7 0.0%
 
Other values (6) 16 0.0%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12678 21.5%
 
1.0 823 1.4%
 
2.0 273 0.5%
 
3.0 81 0.1%
 
4.0 39 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
11.0 87 0.1%
 
12.0 7 0.0%
 
14.0 2 0.0%
 
15.0 17 0.0%
 
16.0 1 0.0%
 

V182
Highly correlated

This variable is highly correlated with V180 and should be ignored for analysis

Correlation 0.98726

V183
Highly correlated

This variable is highly correlated with V182 and should be ignored for analysis

Correlation 0.94557

V184
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12598
Minimum 0
Maximum 16
Zeros (%) 21.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.54302
Coef of variation 4.3104
Kurtosis 130.63
Mean 0.12598
MAD 0.23138
Skewness 8.6083
Sum 1773
Variance 0.29487
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12925 21.9%
 
1.0 788 1.3%
 
2.0 239 0.4%
 
3.0 68 0.1%
 
4.0 27 0.0%
 
5.0 10 0.0%
 
8.0 7 0.0%
 
7.0 4 0.0%
 
11.0 3 0.0%
 
6.0 2 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12925 21.9%
 
1.0 788 1.3%
 
2.0 239 0.4%
 
3.0 68 0.1%
 
4.0 27 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 2 0.0%
 
7.0 4 0.0%
 
8.0 7 0.0%
 
11.0 3 0.0%
 
16.0 1 0.0%
 

V185
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.16541
Minimum 0
Maximum 30
Zeros (%) 21.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 30
Range 30
Interquartile range 0

Descriptive statistics

Standard deviation 0.70632
Coef of variation 4.2701
Kurtosis 302.12
Mean 0.16541
MAD 0.30001
Skewness 11.583
Sum 2328
Variance 0.49889
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12763 21.6%
 
1.0 796 1.3%
 
2.0 242 0.4%
 
3.0 198 0.3%
 
4.0 38 0.1%
 
5.0 11 0.0%
 
6.0 6 0.0%
 
7.0 5 0.0%
 
11.0 5 0.0%
 
8.0 4 0.0%
 
Other values (3) 6 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12763 21.6%
 
1.0 796 1.3%
 
2.0 242 0.4%
 
3.0 198 0.3%
 
4.0 38 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
8.0 4 0.0%
 
9.0 3 0.0%
 
11.0 5 0.0%
 
16.0 2 0.0%
 
30.0 1 0.0%
 

V186
Numeric

Distinct count 30
Unique (%) 0.1%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1589
Minimum 0
Maximum 34
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 34
Range 34
Interquartile range 0

Descriptive statistics

Standard deviation 1.2535
Coef of variation 1.0816
Kurtosis 289.01
Mean 1.1589
MAD 0.30101
Skewness 15.339
Sum 16274
Variance 1.5712
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 13267 22.5%
 
2.0 462 0.8%
 
3.0 111 0.2%
 
4.0 58 0.1%
 
5.0 34 0.1%
 
6.0 20 0.0%
 
8.0 14 0.0%
 
7.0 11 0.0%
 
9.0 9 0.0%
 
11.0 5 0.0%
 
Other values (19) 52 0.1%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 13267 22.5%
 
2.0 462 0.8%
 
3.0 111 0.2%
 
4.0 58 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
27.0 1 0.0%
 
29.0 3 0.0%
 
30.0 1 0.0%
 
31.0 3 0.0%
 
34.0 1 0.0%
 

V187
Numeric

Distinct count 98
Unique (%) 0.2%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9651
Minimum 0
Maximum 218
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 218
Range 218
Interquartile range 0

Descriptive statistics

Standard deviation 10.725
Coef of variation 5.4577
Kurtosis 236
Mean 1.9651
MAD 1.7943
Skewness 14.732
Sum 27596
Variance 115.03
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 13050 22.1%
 
2.0 580 1.0%
 
3.0 126 0.2%
 
4.0 57 0.1%
 
5.0 36 0.1%
 
6.0 19 0.0%
 
8.0 15 0.0%
 
7.0 11 0.0%
 
9.0 9 0.0%
 
13.0 9 0.0%
 
Other values (87) 131 0.2%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 13050 22.1%
 
2.0 580 1.0%
 
3.0 126 0.2%
 
4.0 57 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
210.0 1 0.0%
 
212.0 3 0.0%
 
213.0 1 0.0%
 
215.0 2 0.0%
 
218.0 1 0.0%
 

V188
Numeric

Distinct count 21
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0178
Minimum 0
Maximum 28
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.71808
Coef of variation 0.70549
Kurtosis 321.55
Mean 1.0178
MAD 0.17813
Skewness 13.471
Sum 14325
Variance 0.51563
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12415 21.0%
 
0.0 1014 1.7%
 
2.0 432 0.7%
 
3.0 99 0.2%
 
4.0 46 0.1%
 
5.0 23 0.0%
 
6.0 12 0.0%
 
7.0 6 0.0%
 
8.0 5 0.0%
 
9.0 5 0.0%
 
Other values (10) 17 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1014 1.7%
 
1.0 12415 21.0%
 
2.0 432 0.7%
 
3.0 99 0.2%
 
4.0 46 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 1 0.0%
 
17.0 1 0.0%
 
18.0 1 0.0%
 
22.0 1 0.0%
 
28.0 1 0.0%
 

V189
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0443
Minimum 0
Maximum 28
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.85768
Coef of variation 0.82127
Kurtosis 215.7
Mean 1.0443
MAD 0.22612
Skewness 11.899
Sum 14698
Variance 0.73562
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12335 20.9%
 
0.0 1000 1.7%
 
2.0 480 0.8%
 
3.0 111 0.2%
 
4.0 52 0.1%
 
5.0 29 0.0%
 
13.0 13 0.0%
 
6.0 12 0.0%
 
8.0 8 0.0%
 
9.0 8 0.0%
 
Other values (11) 26 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1000 1.7%
 
1.0 12335 20.9%
 
2.0 480 0.8%
 
3.0 111 0.2%
 
4.0 52 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
17.0 1 0.0%
 
18.0 1 0.0%
 
19.0 1 0.0%
 
22.0 1 0.0%
 
28.0 1 0.0%
 

V19
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.81889
Minimum 0
Maximum 7
Zeros (%) 17.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.42535
Coef of variation 0.51942
Kurtosis 2.3105
Mean 0.81889
MAD 0.32094
Skewness -0.84438
Sum 42136
Variance 0.18092
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 40667 68.9%
 
0.0 10083 17.1%
 
2.0 655 1.1%
 
3.0 45 0.1%
 
4.0 3 0.0%
 
7.0 1 0.0%
 
5.0 1 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 10083 17.1%
 
1.0 40667 68.9%
 
2.0 655 1.1%
 
3.0 45 0.1%
 
4.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 655 1.1%
 
3.0 45 0.1%
 
4.0 3 0.0%
 
5.0 1 0.0%
 
7.0 1 0.0%
 

V190
Highly correlated

This variable is highly correlated with V186 and should be ignored for analysis

Correlation 0.95414

V191
Numeric

Distinct count 20
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0638
Minimum 0
Maximum 19
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 19
Range 19
Interquartile range 0

Descriptive statistics

Standard deviation 0.6946
Coef of variation 0.65294
Kurtosis 308.28
Mean 1.0638
MAD 0.12575
Skewness 16.226
Sum 14939
Variance 0.48247
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 13755 23.3%
 
2.0 158 0.3%
 
3.0 31 0.1%
 
4.0 19 0.0%
 
5.0 13 0.0%
 
6.0 10 0.0%
 
8.0 9 0.0%
 
7.0 9 0.0%
 
10.0 7 0.0%
 
14.0 5 0.0%
 
Other values (9) 27 0.0%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5 0.0%
 
1.0 13755 23.3%
 
2.0 158 0.3%
 
3.0 31 0.1%
 
4.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 5 0.0%
 
16.0 3 0.0%
 
17.0 1 0.0%
 
18.0 4 0.0%
 
19.0 1 0.0%
 

V192
Highly correlated

This variable is highly correlated with V187 and should be ignored for analysis

Correlation 0.9597

V193
Highly correlated

This variable is highly correlated with V192 and should be ignored for analysis

Correlation 0.95861

V194
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.94287
Minimum 0
Maximum 6
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.30927
Coef of variation 0.32801
Kurtosis 28.99
Mean 0.94287
MAD 0.13586
Skewness 0.41638
Sum 13270
Variance 0.095649
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12904 21.9%
 
0.0 1014 1.7%
 
2.0 123 0.2%
 
3.0 20 0.0%
 
5.0 6 0.0%
 
4.0 6 0.0%
 
6.0 1 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1014 1.7%
 
1.0 12904 21.9%
 
2.0 123 0.2%
 
3.0 20 0.0%
 
4.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 123 0.2%
 
3.0 20 0.0%
 
4.0 6 0.0%
 
5.0 6 0.0%
 
6.0 1 0.0%
 

V195
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.95339
Minimum 0
Maximum 16
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.39784
Coef of variation 0.41729
Kurtosis 247.17
Mean 0.95339
MAD 0.13548
Skewness 9.1406
Sum 13418
Variance 0.15828
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12876 21.8%
 
0.0 1000 1.7%
 
2.0 149 0.3%
 
3.0 21 0.0%
 
8.0 10 0.0%
 
4.0 9 0.0%
 
6.0 4 0.0%
 
5.0 3 0.0%
 
10.0 1 0.0%
 
16.0 1 0.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1000 1.7%
 
1.0 12876 21.8%
 
2.0 149 0.3%
 
3.0 21 0.0%
 
4.0 9 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 3 0.0%
 
6.0 4 0.0%
 
8.0 10 0.0%
 
10.0 1 0.0%
 
16.0 1 0.0%
 

V196
Highly correlated

This variable is highly correlated with V191 and should be ignored for analysis

Correlation 0.96928

V197
Highly correlated

This variable is highly correlated with V194 and should be ignored for analysis

Correlation 0.90646

V198
Highly correlated

This variable is highly correlated with V195 and should be ignored for analysis

Correlation 0.91072

V199
Highly correlated

This variable is highly correlated with V190 and should be ignored for analysis

Correlation 0.9766

V2
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0431
Minimum 0
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.23308
Coef of variation 0.22345
Kurtosis 67.744
Mean 1.0431
MAD 0.083126
Skewness 6.731
Sum 32434
Variance 0.054328
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 29916 50.7%
 
2.0 1029 1.7%
 
3.0 129 0.2%
 
4.0 15 0.0%
 
0.0 2 0.0%
 
5.0 1 0.0%
 
8.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 29916 50.7%
 
2.0 1029 1.7%
 
3.0 129 0.2%
 
4.0 15 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 1029 1.7%
 
3.0 129 0.2%
 
4.0 15 0.0%
 
5.0 1 0.0%
 
8.0 1 0.0%
 

V20
Highly correlated

This variable is highly correlated with V19 and should be ignored for analysis

Correlation 0.90833

V200
Numeric

Distinct count 27
Unique (%) 0.0%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1123
Minimum 0
Maximum 36
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 36
Range 36
Interquartile range 0

Descriptive statistics

Standard deviation 1.1437
Coef of variation 1.0283
Kurtosis 357.34
Mean 1.1123
MAD 0.34887
Skewness 15.197
Sum 15654
Variance 1.3081
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 11822 20.0%
 
0.0 1014 1.7%
 
2.0 835 1.4%
 
3.0 180 0.3%
 
4.0 78 0.1%
 
6.0 33 0.1%
 
5.0 33 0.1%
 
7.0 24 0.0%
 
8.0 14 0.0%
 
9.0 8 0.0%
 
Other values (16) 33 0.1%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1014 1.7%
 
1.0 11822 20.0%
 
2.0 835 1.4%
 
3.0 180 0.3%
 
4.0 78 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
25.0 1 0.0%
 
28.0 1 0.0%
 
29.0 1 0.0%
 
35.0 1 0.0%
 
36.0 3 0.0%
 

V201
Highly correlated

This variable is highly correlated with V200 and should be ignored for analysis

Correlation 0.93022

V202
Highly correlated

This variable is highly correlated with V179 and should be ignored for analysis

Correlation 0.90358

V203
Highly correlated

This variable is highly correlated with V182 and should be ignored for analysis

Correlation 0.90918

V204
Highly correlated

This variable is highly correlated with V203 and should be ignored for analysis

Correlation 0.95835

V205
Numeric

Distinct count 621
Unique (%) 1.1%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 20.504
Minimum 0
Maximum 30250
Zeros (%) 21.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 34.105
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 322.54
Coef of variation 15.731
Kurtosis 5552.6
Mean 20.504
MAD 37.91
Skewness 62.982
Sum 287930
Variance 104030
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12905 21.9%
 
100.0 67 0.1%
 
50.0 33 0.1%
 
20.0 31 0.1%
 
150.0 27 0.0%
 
265.0 20 0.0%
 
25.0 19 0.0%
 
250.0 15 0.0%
 
106.0 15 0.0%
 
30.0 13 0.0%
 
Other values (610) 898 1.5%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12905 21.9%
 
1.7383999824523926 1 0.0%
 
1.9562000036239624 1 0.0%
 
2.390300035476685 1 0.0%
 
2.8455998897552486 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5050.0 1 0.0%
 
5150.0 1 0.0%
 
5225.0 2 0.0%
 
5350.0 1 0.0%
 
30250.0 1 0.0%
 

V206
Highly correlated

This variable is highly correlated with V131 and should be ignored for analysis

Correlation 0.92394

V207
Numeric

Distinct count 915
Unique (%) 1.5%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 80.431
Minimum 0
Maximum 30250
Zeros (%) 20.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 73.988
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 1000.2
Coef of variation 12.435
Kurtosis 429.25
Mean 80.431
MAD 148.16
Skewness 19.669
Sum 1129500
Variance 1000300
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12329 20.9%
 
877.0 83 0.1%
 
100.0 54 0.1%
 
50.0 46 0.1%
 
619.0 29 0.0%
 
150.0 25 0.0%
 
40.0 24 0.0%
 
25.0 23 0.0%
 
30.0 23 0.0%
 
20.0 21 0.0%
 
Other values (904) 1386 2.3%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12329 20.9%
 
1.7383999824523926 1 0.0%
 
1.9562000036239624 1 0.0%
 
2.107800006866455 1 0.0%
 
2.390300035476685 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
24075.0 1 0.0%
 
24250.0 1 0.0%
 
24325.0 1 0.0%
 
24950.0 1 0.0%
 
30250.0 1 0.0%
 

V208
Numeric

Distinct count 779
Unique (%) 1.3%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.6035
Minimum 0
Maximum 2000
Zeros (%) 21.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 50
Maximum 2000
Range 2000
Interquartile range 0

Descriptive statistics

Standard deviation 46.113
Coef of variation 5.3598
Kurtosis 400.88
Mean 8.6035
MAD 15.243
Skewness 15.419
Sum 121090
Variance 2126.4
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12448 21.1%
 
75.0 136 0.2%
 
50.0 70 0.1%
 
100.0 65 0.1%
 
20.0 31 0.1%
 
200.0 30 0.1%
 
25.0 27 0.0%
 
30.0 25 0.0%
 
150.0 22 0.0%
 
15.0 21 0.0%
 
Other values (768) 1199 2.0%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12448 21.1%
 
1.7383999824523926 1 0.0%
 
2.107800006866455 1 0.0%
 
2.598099946975708 1 0.0%
 
2.6807000637054443 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
750.0 3 0.0%
 
800.0 2 0.0%
 
900.0 1 0.0%
 
1000.0 6 0.0%
 
2000.0 1 0.0%
 

V209
Numeric

Distinct count 938
Unique (%) 1.6%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 35.509
Minimum 0
Maximum 7675
Zeros (%) 20.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 75
Maximum 7675
Range 7675
Interquartile range 0

Descriptive statistics

Standard deviation 259.15
Coef of variation 7.2981
Kurtosis 191.27
Mean 35.509
MAD 63.503
Skewness 12.11
Sum 499760
Variance 67158
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12329 20.9%
 
1961.0 84 0.1%
 
100.0 57 0.1%
 
50.0 51 0.1%
 
200.0 32 0.1%
 
1084.0 29 0.0%
 
150.0 28 0.0%
 
25.0 23 0.0%
 
30.0 22 0.0%
 
250.0 15 0.0%
 
Other values (927) 1404 2.4%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12329 20.9%
 
1.7383999824523926 1 0.0%
 
2.107800006866455 1 0.0%
 
3.86739993095398 2 0.0%
 
3.9347000122070312 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4575.0 3 0.0%
 
4625.0 1 0.0%
 
4725.0 3 0.0%
 
5950.0 1 0.0%
 
7675.0 1 0.0%
 

V21
Highly correlated

This variable is highly correlated with V18 and should be ignored for analysis

Correlation 0.94014

V210
Numeric

Distinct count 829
Unique (%) 1.4%
Missing (%) 76.2%
Missing (n) 44980
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.175
Minimum 0
Maximum 2000
Zeros (%) 21.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 58.864
Maximum 2000
Range 2000
Interquartile range 0

Descriptive statistics

Standard deviation 81.354
Coef of variation 5.7391
Kurtosis 219.78
Mean 14.175
MAD 25.121
Skewness 12.428
Sum 199500
Variance 6618.4
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12417 21.0%
 
465.0 122 0.2%
 
100.0 63 0.1%
 
50.0 57 0.1%
 
200.0 35 0.1%
 
150.0 26 0.0%
 
25.0 23 0.0%
 
75.0 22 0.0%
 
30.0 21 0.0%
 
80.0 18 0.0%
 
Other values (818) 1270 2.2%
 
(Missing) 44980 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12417 21.0%
 
1.7383999824523926 1 0.0%
 
2.107800006866455 1 0.0%
 
2.6807000637054443 1 0.0%
 
2.8015999794006348 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1000.0 6 0.0%
 
1050.0 1 0.0%
 
1600.0 1 0.0%
 
1825.0 9 0.0%
 
2000.0 1 0.0%
 

V211
Highly correlated

This variable is highly correlated with V202 and should be ignored for analysis

Correlation 0.97185

V212
Highly correlated

This variable is highly correlated with V211 and should be ignored for analysis

Correlation 0.91785

V213
Highly correlated

This variable is highly correlated with V212 and should be ignored for analysis

Correlation 0.98433

V214
Numeric

Distinct count 444
Unique (%) 0.8%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 42.922
Minimum 0
Maximum 104060
Zeros (%) 21.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 100
Maximum 104060
Range 104060
Interquartile range 0

Descriptive statistics

Standard deviation 928.72
Coef of variation 21.637
Kurtosis 11225
Mean 42.922
MAD 78.241
Skewness 101.18
Sum 602760
Variance 862520
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12678 21.5%
 
100.0 138 0.2%
 
200.0 87 0.1%
 
300.0 80 0.1%
 
1165.0 79 0.1%
 
50.0 70 0.1%
 
150.0 61 0.1%
 
400.0 45 0.1%
 
250.0 34 0.1%
 
75.0 29 0.0%
 
Other values (433) 742 1.3%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12678 21.5%
 
1.3085999488830566 1 0.0%
 
3.890700101852417 1 0.0%
 
4.712800025939941 1 0.0%
 
5.247000217437744 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8000.0 2 0.0%
 
8250.0 2 0.0%
 
15000.0 1 0.0%
 
18000.0 1 0.0%
 
104060.0 1 0.0%
 

V215
Numeric

Distinct count 626
Unique (%) 1.1%
Missing (%) 76.2%
Missing (n) 45011
Infinite (%) 0.0%
Infinite (n) 0
Mean 143.25
Minimum 0
Maximum 104060
Zeros (%) 21.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 150
Maximum 104060
Range 104060
Interquartile range 0

Descriptive statistics

Standard deviation 1298
Coef of variation 9.0606
Kurtosis 2953.9
Mean 143.25
MAD 264.09
Skewness 40.257
Sum 2011700
Variance 1684700
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12436 21.1%
 
100.0 141 0.2%
 
200.0 88 0.1%
 
6428.0 79 0.1%
 
50.0 78 0.1%
 
300.0 76 0.1%
 
150.0 63 0.1%
 
75.0 30 0.1%
 
250.0 29 0.0%
 
400.0 28 0.0%
 
Other values (615) 995 1.7%
 
(Missing) 45011 76.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12436 21.1%
 
1.3085999488830566 1 0.0%
 
3.497999906539917 1 0.0%
 
3.890700101852417 1 0.0%
 
3.9347000122070312 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
13800.0 1 0.0%
 
14350.0 1 0.0%
 
15000.0 1 0.0%
 
18000.0 1 0.0%
 
104060.0 1 0.0%
 

V216
Highly correlated

This variable is highly correlated with V214 and should be ignored for analysis

Correlation 0.95687

V217
Highly correlated

This variable is highly correlated with V213 and should be ignored for analysis

Correlation 0.9074

V218
Highly correlated

This variable is highly correlated with V217 and should be ignored for analysis

Correlation 0.91183

V219
Highly correlated

This variable is highly correlated with V218 and should be ignored for analysis

Correlation 0.96355

V22
Highly correlated

This variable is highly correlated with V21 and should be ignored for analysis

Correlation 0.95956

V220
Numeric

Distinct count 23
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.17936
Minimum 0
Maximum 24
Zeros (%) 22.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 24
Range 24
Interquartile range 0

Descriptive statistics

Standard deviation 1.0466
Coef of variation 5.8349
Kurtosis 144.79
Mean 0.17936
MAD 0.33655
Skewness 10.376
Sum 2550
Variance 1.0953
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 13338 22.6%
 
1.0 397 0.7%
 
2.0 156 0.3%
 
3.0 101 0.2%
 
4.0 85 0.1%
 
5.0 37 0.1%
 
6.0 24 0.0%
 
7.0 19 0.0%
 
8.0 11 0.0%
 
10.0 10 0.0%
 
Other values (12) 39 0.1%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13338 22.6%
 
1.0 397 0.7%
 
2.0 156 0.3%
 
3.0 101 0.2%
 
4.0 85 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
18.0 3 0.0%
 
19.0 2 0.0%
 
20.0 1 0.0%
 
21.0 3 0.0%
 
24.0 1 0.0%
 

V221
Numeric

Distinct count 34
Unique (%) 0.1%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2569
Minimum 0
Maximum 47
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 4
Maximum 47
Range 47
Interquartile range 0

Descriptive statistics

Standard deviation 1.8217
Coef of variation 1.4493
Kurtosis 115.02
Mean 1.2569
MAD 0.87086
Skewness 7.9122
Sum 17870
Variance 3.3185
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 8336 14.1%
 
0.0 3221 5.5%
 
2.0 1286 2.2%
 
3.0 572 1.0%
 
4.0 306 0.5%
 
5.0 189 0.3%
 
6.0 86 0.1%
 
7.0 49 0.1%
 
8.0 33 0.1%
 
9.0 30 0.1%
 
Other values (23) 109 0.2%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3221 5.5%
 
1.0 8336 14.1%
 
2.0 1286 2.2%
 
3.0 572 1.0%
 
4.0 306 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
33.0 1 0.0%
 
34.0 1 0.0%
 
37.0 1 0.0%
 
46.0 1 0.0%
 
47.0 1 0.0%
 

V222
Highly correlated

This variable is highly correlated with V221 and should be ignored for analysis

Correlation 0.93982

V223
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.096882
Minimum 0
Maximum 14
Zeros (%) 20.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 14
Range 14
Interquartile range 0

Descriptive statistics

Standard deviation 0.42306
Coef of variation 4.3667
Kurtosis 286.33
Mean 0.096882
MAD 0.1786
Skewness 12.023
Sum 1271
Variance 0.17898
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12092 20.5%
 
1.0 877 1.5%
 
2.0 120 0.2%
 
3.0 14 0.0%
 
4.0 7 0.0%
 
6.0 3 0.0%
 
13.0 2 0.0%
 
7.0 1 0.0%
 
14.0 1 0.0%
 
11.0 1 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12092 20.5%
 
1.0 877 1.5%
 
2.0 120 0.2%
 
3.0 14 0.0%
 
4.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 1 0.0%
 
8.0 1 0.0%
 
11.0 1 0.0%
 
13.0 2 0.0%
 
14.0 1 0.0%
 

V224
Numeric

Distinct count 39
Unique (%) 0.1%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.40521
Minimum 0
Maximum 142
Zeros (%) 19.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 142
Range 142
Interquartile range 0

Descriptive statistics

Standard deviation 3.6683
Coef of variation 9.0528
Kurtosis 944.35
Mean 0.40521
MAD 0.69478
Skewness 28.538
Sum 5316
Variance 13.456
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 11247 19.0%
 
1.0 1282 2.2%
 
2.0 304 0.5%
 
3.0 90 0.2%
 
4.0 38 0.1%
 
18.0 29 0.0%
 
7.0 18 0.0%
 
6.0 17 0.0%
 
5.0 13 0.0%
 
9.0 11 0.0%
 
Other values (28) 70 0.1%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11247 19.0%
 
1.0 1282 2.2%
 
2.0 304 0.5%
 
3.0 90 0.2%
 
4.0 38 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
115.0 1 0.0%
 
128.0 1 0.0%
 
134.0 1 0.0%
 
138.0 1 0.0%
 
142.0 1 0.0%
 

V225
Highly correlated

This variable is highly correlated with V224 and should be ignored for analysis

Correlation 0.95966

V226
Numeric

Distinct count 44
Unique (%) 0.1%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.26511
Minimum 0
Maximum 242
Zeros (%) 20.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 242
Range 242
Interquartile range 0

Descriptive statistics

Standard deviation 3.4787
Coef of variation 13.122
Kurtosis 2030.7
Mean 0.26511
MAD 0.49971
Skewness 37.078
Sum 3478
Variance 12.102
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12364 20.9%
 
1.0 378 0.6%
 
2.0 156 0.3%
 
3.0 64 0.1%
 
4.0 52 0.1%
 
5.0 25 0.0%
 
7.0 11 0.0%
 
6.0 10 0.0%
 
8.0 9 0.0%
 
10.0 3 0.0%
 
Other values (33) 47 0.1%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12364 20.9%
 
1.0 378 0.6%
 
2.0 156 0.3%
 
3.0 64 0.1%
 
4.0 52 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
68.0 2 0.0%
 
73.0 1 0.0%
 
75.0 2 0.0%
 
121.0 1 0.0%
 
242.0 1 0.0%
 

V227
Numeric

Distinct count 18
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13456
Minimum 0
Maximum 40
Zeros (%) 21.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 40
Range 40
Interquartile range 0

Descriptive statistics

Standard deviation 0.79583
Coef of variation 5.9144
Kurtosis 1364
Mean 0.13456
MAD 0.24371
Skewness 30.774
Sum 1913
Variance 0.63334
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12875 21.8%
 
1.0 1093 1.9%
 
2.0 171 0.3%
 
3.0 46 0.1%
 
4.0 9 0.0%
 
6.0 4 0.0%
 
5.0 4 0.0%
 
10.0 3 0.0%
 
8.0 2 0.0%
 
11.0 2 0.0%
 
Other values (7) 8 0.0%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12875 21.8%
 
1.0 1093 1.9%
 
2.0 171 0.3%
 
3.0 46 0.1%
 
4.0 9 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
13.0 1 0.0%
 
16.0 1 0.0%
 
31.0 1 0.0%
 
36.0 1 0.0%
 
40.0 2 0.0%
 

V228
Numeric

Distinct count 25
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3549
Minimum 0
Maximum 34
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 34
Range 34
Interquartile range 0

Descriptive statistics

Standard deviation 1.3511
Coef of variation 0.99721
Kurtosis 106.89
Mean 1.3549
MAD 0.60303
Skewness 8.2889
Sum 17775
Variance 1.8255
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 11134 18.9%
 
2.0 1117 1.9%
 
3.0 356 0.6%
 
4.0 172 0.3%
 
5.0 109 0.2%
 
6.0 68 0.1%
 
7.0 42 0.1%
 
8.0 25 0.0%
 
9.0 19 0.0%
 
10.0 17 0.0%
 
Other values (14) 60 0.1%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 11134 18.9%
 
2.0 1117 1.9%
 
3.0 356 0.6%
 
4.0 172 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
20.0 4 0.0%
 
22.0 2 0.0%
 
23.0 1 0.0%
 
29.0 2 0.0%
 
34.0 1 0.0%
 

V229
Numeric

Distinct count 46
Unique (%) 0.1%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.66
Minimum 1
Maximum 176
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 4
Maximum 176
Range 175
Interquartile range 0

Descriptive statistics

Standard deviation 4.6521
Coef of variation 2.8026
Kurtosis 913.03
Mean 1.66
MAD 1.0528
Skewness 27.909
Sum 21777
Variance 21.642
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10464 17.7%
 
2.0 1382 2.3%
 
3.0 522 0.9%
 
4.0 242 0.4%
 
5.0 146 0.2%
 
6.0 86 0.1%
 
7.0 60 0.1%
 
8.0 38 0.1%
 
9.0 31 0.1%
 
10.0 24 0.0%
 
Other values (35) 124 0.2%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 10464 17.7%
 
2.0 1382 2.3%
 
3.0 522 0.9%
 
4.0 242 0.4%
 
5.0 146 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
150.0 1 0.0%
 
160.0 1 0.0%
 
166.0 1 0.0%
 
172.0 1 0.0%
 
176.0 1 0.0%
 

V23
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0346
Minimum 0
Maximum 11
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.25438
Coef of variation 0.24588
Kurtosis 257.84
Mean 1.0346
MAD 0.069951
Skewness 12.303
Sum 53234
Variance 0.064708
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 49898 84.5%
 
2.0 1288 2.2%
 
3.0 122 0.2%
 
0.0 72 0.1%
 
4.0 35 0.1%
 
6.0 16 0.0%
 
5.0 12 0.0%
 
7.0 5 0.0%
 
8.0 3 0.0%
 
9.0 2 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 72 0.1%
 
1.0 49898 84.5%
 
2.0 1288 2.2%
 
3.0 122 0.2%
 
4.0 35 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 5 0.0%
 
8.0 3 0.0%
 
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 

V230
Numeric

Distinct count 38
Unique (%) 0.1%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.4773
Minimum 0
Maximum 63
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 63
Range 63
Interquartile range 0

Descriptive statistics

Standard deviation 2.228
Coef of variation 1.5081
Kurtosis 335.8
Mean 1.4773
MAD 0.78977
Skewness 15.185
Sum 19381
Variance 4.9639
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10844 18.4%
 
2.0 1229 2.1%
 
3.0 428 0.7%
 
4.0 191 0.3%
 
5.0 134 0.2%
 
6.0 68 0.1%
 
7.0 45 0.1%
 
8.0 39 0.1%
 
9.0 23 0.0%
 
10.0 20 0.0%
 
Other values (27) 98 0.2%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 10844 18.4%
 
2.0 1229 2.1%
 
3.0 428 0.7%
 
4.0 191 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
54.0 1 0.0%
 
55.0 1 0.0%
 
59.0 2 0.0%
 
62.0 3 0.0%
 
63.0 1 0.0%
 

V231
Highly correlated

This variable is highly correlated with V219 and should be ignored for analysis

Correlation 0.97353

V232
Highly correlated

This variable is highly correlated with V231 and should be ignored for analysis

Correlation 0.98384

V233
Highly correlated

This variable is highly correlated with V232 and should be ignored for analysis

Correlation 0.99306

V234
Numeric

Distinct count 96
Unique (%) 0.2%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0284
Minimum 0
Maximum 121
Zeros (%) 20.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 121
Range 121
Interquartile range 0

Descriptive statistics

Standard deviation 11.256
Coef of variation 5.549
Kurtosis 43.054
Mean 2.0284
MAD 3.6265
Skewness 6.4548
Sum 28838
Variance 126.69
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12174 20.6%
 
1.0 1045 1.8%
 
2.0 376 0.6%
 
3.0 95 0.2%
 
73.0 82 0.1%
 
4.0 62 0.1%
 
5.0 22 0.0%
 
83.0 19 0.0%
 
38.0 18 0.0%
 
65.0 13 0.0%
 
Other values (85) 311 0.5%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12174 20.6%
 
1.0 1045 1.8%
 
2.0 376 0.6%
 
3.0 95 0.2%
 
4.0 62 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
117.0 2 0.0%
 
118.0 3 0.0%
 
119.0 1 0.0%
 
120.0 1 0.0%
 
121.0 1 0.0%
 

V235
Highly correlated

This variable is highly correlated with V181 and should be ignored for analysis

Correlation 0.94677

V236
Highly correlated

This variable is highly correlated with V234 and should be ignored for analysis

Correlation 0.97704

V237
Highly correlated

This variable is highly correlated with V236 and should be ignored for analysis

Correlation 0.95634

V238
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11761
Minimum 0
Maximum 11
Zeros (%) 22.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.51054
Coef of variation 4.3411
Kurtosis 95.056
Mean 0.11761
MAD 0.21729
Skewness 7.6574
Sum 1672
Variance 0.26065
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 13134 22.2%
 
1.0 731 1.2%
 
2.0 231 0.4%
 
3.0 66 0.1%
 
4.0 36 0.1%
 
5.0 7 0.0%
 
8.0 4 0.0%
 
11.0 3 0.0%
 
6.0 2 0.0%
 
9.0 2 0.0%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 13134 22.2%
 
1.0 731 1.2%
 
2.0 231 0.4%
 
3.0 66 0.1%
 
4.0 36 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 2 0.0%
 
7.0 1 0.0%
 
8.0 4 0.0%
 
9.0 2 0.0%
 
11.0 3 0.0%
 

V239
Highly correlated

This variable is highly correlated with V238 and should be ignored for analysis

Correlation 0.92042

V24
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0561
Minimum 0
Maximum 11
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.30373
Coef of variation 0.28759
Kurtosis 146.23
Mean 1.0561
MAD 0.10971
Skewness 9.0216
Sum 54344
Variance 0.092253
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 48935 82.9%
 
2.0 2137 3.6%
 
3.0 221 0.4%
 
0.0 71 0.1%
 
4.0 45 0.1%
 
6.0 16 0.0%
 
5.0 15 0.0%
 
7.0 7 0.0%
 
9.0 3 0.0%
 
8.0 3 0.0%
 
Other values (2) 2 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 71 0.1%
 
1.0 48935 82.9%
 
2.0 2137 3.6%
 
3.0 221 0.4%
 
4.0 45 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 7 0.0%
 
8.0 3 0.0%
 
9.0 3 0.0%
 
10.0 1 0.0%
 
11.0 1 0.0%
 

V240
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0005
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.026188
Coef of variation 0.026174
Kurtosis 1454
Mean 1.0005
MAD 0.001219
Skewness 29.656
Sum 13126
Variance 0.0006858
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 13110 22.2%
 
2.0 8 0.0%
 
0.0 1 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
1.0 13110 22.2%
 
2.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
1.0 13110 22.2%
 
2.0 8 0.0%
 

V241
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99985
Minimum 0
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.017461
Coef of variation 0.017464
Kurtosis 3277.5
Mean 0.99985
MAD 0.00045728
Skewness -28.615
Sum 13117
Variance 0.0003049
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 13115 22.2%
 
0.0 3 0.0%
 
2.0 1 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 13115 22.2%
 
2.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 13115 22.2%
 
2.0 1 0.0%
 

V242
Numeric

Distinct count 19
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1161
Minimum 0
Maximum 20
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 20
Range 20
Interquartile range 0

Descriptive statistics

Standard deviation 0.69214
Coef of variation 0.62014
Kurtosis 199.76
Mean 1.1161
MAD 0.21868
Skewness 11.956
Sum 14642
Variance 0.47905
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12327 20.9%
 
2.0 520 0.9%
 
3.0 133 0.2%
 
4.0 45 0.1%
 
5.0 30 0.1%
 
6.0 15 0.0%
 
7.0 13 0.0%
 
8.0 11 0.0%
 
13.0 5 0.0%
 
12.0 4 0.0%
 
Other values (8) 16 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 12327 20.9%
 
2.0 520 0.9%
 
3.0 133 0.2%
 
4.0 45 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 2 0.0%
 
16.0 1 0.0%
 
18.0 1 0.0%
 
20.0 1 0.0%
 

V243
Highly correlated

This variable is highly correlated with V229 and should be ignored for analysis

Correlation 0.91857

V244
Highly correlated

This variable is highly correlated with V242 and should be ignored for analysis

Correlation 0.9741

V245
Numeric

Distinct count 23
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.86249
Minimum 0
Maximum 40
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 40
Range 40
Interquartile range 0

Descriptive statistics

Standard deviation 0.96339
Coef of variation 1.117
Kurtosis 560.1
Mean 0.86249
MAD 0.39081
Skewness 17.768
Sum 12262
Variance 0.92812
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10429 17.7%
 
0.0 3221 5.5%
 
2.0 367 0.6%
 
3.0 98 0.2%
 
4.0 31 0.1%
 
5.0 24 0.0%
 
7.0 9 0.0%
 
6.0 9 0.0%
 
8.0 7 0.0%
 
9.0 4 0.0%
 
Other values (12) 18 0.0%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3221 5.5%
 
1.0 10429 17.7%
 
2.0 367 0.6%
 
3.0 98 0.2%
 
4.0 31 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
22.0 1 0.0%
 
27.0 1 0.0%
 
33.0 1 0.0%
 
39.0 1 0.0%
 
40.0 1 0.0%
 

V246
Numeric

Distinct count 25
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1797
Minimum 0
Maximum 29
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 29
Range 29
Interquartile range 0

Descriptive statistics

Standard deviation 0.9624
Coef of variation 0.81578
Kurtosis 191.48
Mean 1.1797
MAD 0.32955
Skewness 11.516
Sum 15477
Variance 0.92622
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12007 20.3%
 
2.0 715 1.2%
 
3.0 180 0.3%
 
4.0 64 0.1%
 
5.0 36 0.1%
 
6.0 30 0.1%
 
7.0 25 0.0%
 
8.0 12 0.0%
 
9.0 11 0.0%
 
10.0 9 0.0%
 
Other values (14) 30 0.1%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 12007 20.3%
 
2.0 715 1.2%
 
3.0 180 0.3%
 
4.0 64 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
19.0 2 0.0%
 
20.0 1 0.0%
 
22.0 1 0.0%
 
24.0 1 0.0%
 
29.0 1 0.0%
 

V247
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0246
Minimum 0
Maximum 11
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.26208
Coef of variation 0.25579
Kurtosis 520.06
Mean 1.0246
MAD 0.048881
Skewness 19.61
Sum 13442
Variance 0.068688
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12898 21.8%
 
2.0 178 0.3%
 
3.0 17 0.0%
 
4.0 7 0.0%
 
5.0 6 0.0%
 
9.0 3 0.0%
 
6.0 3 0.0%
 
0.0 3 0.0%
 
8.0 2 0.0%
 
7.0 1 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 12898 21.8%
 
2.0 178 0.3%
 
3.0 17 0.0%
 
4.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 3 0.0%
 
7.0 1 0.0%
 
8.0 2 0.0%
 
9.0 3 0.0%
 
11.0 1 0.0%
 

V248
Highly correlated

This variable is highly correlated with V229 and should be ignored for analysis

Correlation 0.90583

V249
Highly correlated

This variable is highly correlated with V248 and should be ignored for analysis

Correlation 0.97409

V25
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.9774
Minimum 0
Maximum 5
Zeros (%) 2.4%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.18361
Coef of variation 0.18786
Kurtosis 35.573
Mean 0.9774
MAD 0.054478
Skewness -2.6398
Sum 50292
Variance 0.033714
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 49773 84.3%
 
0.0 1434 2.4%
 
2.0 229 0.4%
 
3.0 16 0.0%
 
4.0 2 0.0%
 
5.0 1 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1434 2.4%
 
1.0 49773 84.3%
 
2.0 229 0.4%
 
3.0 16 0.0%
 
4.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49773 84.3%
 
2.0 229 0.4%
 
3.0 16 0.0%
 
4.0 2 0.0%
 
5.0 1 0.0%
 

V250
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.78751
Minimum 0
Maximum 9
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.45654
Coef of variation 0.57973
Kurtosis 11.227
Mean 0.78751
MAD 0.35684
Skewness 0.040137
Sum 11196
Variance 0.20843
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10847 18.4%
 
0.0 3221 5.5%
 
2.0 118 0.2%
 
3.0 21 0.0%
 
4.0 5 0.0%
 
5.0 3 0.0%
 
9.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3221 5.5%
 
1.0 10847 18.4%
 
2.0 118 0.2%
 
3.0 21 0.0%
 
4.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 21 0.0%
 
4.0 5 0.0%
 
5.0 3 0.0%
 
6.0 1 0.0%
 
9.0 1 0.0%
 

V251
Highly correlated

This variable is highly correlated with V250 and should be ignored for analysis

Correlation 0.98365

V252
Numeric

Distinct count 16
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0326
Minimum 0
Maximum 16
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.39416
Coef of variation 0.38171
Kurtosis 660.36
Mean 1.0326
MAD 0.064622
Skewness 22.822
Sum 13547
Variance 0.15536
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 12898 21.8%
 
2.0 148 0.3%
 
3.0 36 0.1%
 
4.0 13 0.0%
 
8.0 4 0.0%
 
7.0 3 0.0%
 
6.0 3 0.0%
 
0.0 3 0.0%
 
15.0 2 0.0%
 
10.0 2 0.0%
 
Other values (5) 7 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3 0.0%
 
1.0 12898 21.8%
 
2.0 148 0.3%
 
3.0 36 0.1%
 
4.0 13 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 2 0.0%
 
12.0 2 0.0%
 
13.0 1 0.0%
 
15.0 2 0.0%
 
16.0 1 0.0%
 

V253
Highly correlated

This variable is highly correlated with V249 and should be ignored for analysis

Correlation 0.93272

V254
Highly correlated

This variable is highly correlated with V253 and should be ignored for analysis

Correlation 0.98276

V255
Numeric

Distinct count 15
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.80045
Minimum 0
Maximum 31
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 31
Range 31
Interquartile range 0

Descriptive statistics

Standard deviation 0.66565
Coef of variation 0.83159
Kurtosis 764.75
Mean 0.80045
MAD 0.3627
Skewness 19.06
Sum 11380
Variance 0.44308
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 10831 18.3%
 
0.0 3221 5.5%
 
2.0 108 0.2%
 
3.0 31 0.1%
 
4.0 11 0.0%
 
8.0 4 0.0%
 
7.0 3 0.0%
 
10.0 2 0.0%
 
30.0 1 0.0%
 
6.0 1 0.0%
 
Other values (4) 4 0.0%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3221 5.5%
 
1.0 10831 18.3%
 
2.0 108 0.2%
 
3.0 31 0.1%
 
4.0 11 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 2 0.0%
 
22.0 1 0.0%
 
25.0 1 0.0%
 
30.0 1 0.0%
 
31.0 1 0.0%
 

V256
Highly correlated

This variable is highly correlated with V255 and should be ignored for analysis

Correlation 0.96071

V257
Highly correlated

This variable is highly correlated with V246 and should be ignored for analysis

Correlation 0.9387

V258
Highly correlated

This variable is highly correlated with V243 and should be ignored for analysis

Correlation 0.92906

V259
Numeric

Distinct count 28
Unique (%) 0.0%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.94338
Minimum 0
Maximum 41
Zeros (%) 5.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 41
Range 41
Interquartile range 0

Descriptive statistics

Standard deviation 1.2243
Coef of variation 1.2978
Kurtosis 300.77
Mean 0.94338
MAD 0.42746
Skewness 13.367
Sum 13412
Variance 1.499
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 9903 16.8%
 
0.0 3221 5.5%
 
2.0 736 1.2%
 
3.0 163 0.3%
 
4.0 56 0.1%
 
5.0 35 0.1%
 
6.0 21 0.0%
 
7.0 17 0.0%
 
8.0 13 0.0%
 
9.0 12 0.0%
 
Other values (17) 40 0.1%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3221 5.5%
 
1.0 9903 16.8%
 
2.0 736 1.2%
 
3.0 163 0.3%
 
4.0 56 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
29.0 1 0.0%
 
31.0 1 0.0%
 
33.0 1 0.0%
 
40.0 1 0.0%
 
41.0 1 0.0%
 

V26
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.98766
Minimum 0
Maximum 8
Zeros (%) 2.2%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.20285
Coef of variation 0.20538
Kurtosis 66.446
Mean 0.98766
MAD 0.049714
Skewness 0.66011
Sum 50820
Variance 0.041147
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 49553 83.9%
 
0.0 1295 2.2%
 
2.0 573 1.0%
 
3.0 22 0.0%
 
4.0 8 0.0%
 
5.0 3 0.0%
 
8.0 1 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1295 2.2%
 
1.0 49553 83.9%
 
2.0 573 1.0%
 
3.0 22 0.0%
 
4.0 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 573 1.0%
 
3.0 22 0.0%
 
4.0 8 0.0%
 
5.0 3 0.0%
 
8.0 1 0.0%
 

V260
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.96372
Minimum 0
Maximum 7
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.38344
Coef of variation 0.39788
Kurtosis 24.254
Mean 0.96372
MAD 0.15045
Skewness 1.7751
Sum 12643
Variance 0.14703
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 11678 19.8%
 
0.0 1024 1.7%
 
2.0 327 0.6%
 
3.0 60 0.1%
 
4.0 22 0.0%
 
5.0 6 0.0%
 
7.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1024 1.7%
 
1.0 11678 19.8%
 
2.0 327 0.6%
 
3.0 60 0.1%
 
4.0 22 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 60 0.1%
 
4.0 22 0.0%
 
5.0 6 0.0%
 
6.0 1 0.0%
 
7.0 1 0.0%
 

V261
Numeric

Distinct count 29
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1047
Minimum 0
Maximum 49
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 49
Range 49
Interquartile range 0

Descriptive statistics

Standard deviation 1.3977
Coef of variation 1.2652
Kurtosis 586.08
Mean 1.1047
MAD 0.3389
Skewness 20.978
Sum 14493
Variance 1.9537
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 11131 18.8%
 
0.0 957 1.6%
 
2.0 701 1.2%
 
3.0 160 0.3%
 
4.0 57 0.1%
 
5.0 21 0.0%
 
7.0 20 0.0%
 
8.0 16 0.0%
 
6.0 14 0.0%
 
9.0 12 0.0%
 
Other values (18) 30 0.1%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 957 1.6%
 
1.0 11131 18.8%
 
2.0 701 1.2%
 
3.0 160 0.3%
 
4.0 57 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
40.0 1 0.0%
 
41.0 1 0.0%
 
45.0 1 0.0%
 
46.0 2 0.0%
 
49.0 1 0.0%
 

V262
Numeric

Distinct count 19
Unique (%) 0.0%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0108
Minimum 0
Maximum 20
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 20
Range 20
Interquartile range 0

Descriptive statistics

Standard deviation 0.65526
Coef of variation 0.64825
Kurtosis 260.01
Mean 1.0108
MAD 0.17222
Skewness 12.138
Sum 13261
Variance 0.42937
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 11449 19.4%
 
0.0 995 1.7%
 
2.0 496 0.8%
 
3.0 95 0.2%
 
4.0 41 0.1%
 
5.0 17 0.0%
 
6.0 7 0.0%
 
13.0 3 0.0%
 
7.0 3 0.0%
 
9.0 2 0.0%
 
Other values (8) 11 0.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 995 1.7%
 
1.0 11449 19.4%
 
2.0 496 0.8%
 
3.0 95 0.2%
 
4.0 41 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
15.0 1 0.0%
 
16.0 1 0.0%
 
17.0 2 0.0%
 
19.0 1 0.0%
 
20.0 1 0.0%
 

V263
Highly correlated

This variable is highly correlated with V204 and should be ignored for analysis

Correlation 0.96358

V264
Numeric

Distinct count 2097
Unique (%) 3.6%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 208.91
Minimum 0
Maximum 104060
Zeros (%) 15.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 32.356
95-th percentile 400
Maximum 104060
Range 104060
Interquartile range 32.356

Descriptive statistics

Standard deviation 2426.5
Coef of variation 11.615
Kurtosis 688.36
Mean 208.91
MAD 346.84
Skewness 23.967
Sum 2740700
Variance 5887800
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 9103 15.4%
 
100.0 231 0.4%
 
50.0 172 0.3%
 
200.0 144 0.2%
 
300.0 131 0.2%
 
150.0 118 0.2%
 
75.0 74 0.1%
 
400.0 61 0.1%
 
25.0 59 0.1%
 
600.0 58 0.1%
 
Other values (2086) 2968 5.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9103 15.4%
 
0.8956999778747559 1 0.0%
 
1.319700002670288 1 0.0%
 
1.7563999891281128 1 0.0%
 
1.9562000036239624 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
67150.0 1 0.0%
 
68000.0 1 0.0%
 
69425.0 1 0.0%
 
69750.0 1 0.0%
 
104060.0 1 0.0%
 

V265
Highly correlated

This variable is highly correlated with V204 and should be ignored for analysis

Correlation 0.94325

V266
Highly correlated

This variable is highly correlated with V207 and should be ignored for analysis

Correlation 0.98022

V267
Numeric

Distinct count 933
Unique (%) 1.6%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 40.192
Minimum 0
Maximum 30250
Zeros (%) 19.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 78.791
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 714.92
Coef of variation 17.788
Kurtosis 1143.6
Mean 40.192
MAD 71.192
Skewness 33.045
Sum 527280
Variance 511110
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 11247 19.0%
 
100.0 75 0.1%
 
50.0 73 0.1%
 
150.0 36 0.1%
 
200.0 35 0.1%
 
25.0 32 0.1%
 
75.0 32 0.1%
 
30.0 30 0.1%
 
15.0 29 0.0%
 
1259.0 28 0.0%
 
Other values (922) 1502 2.5%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11247 19.0%
 
0.2915000021457672 3 0.0%
 
1.9562000036239624 1 0.0%
 
2.1199998855590816 1 0.0%
 
2.390300035476685 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
24900.0 1 0.0%
 
25650.0 1 0.0%
 
26175.0 1 0.0%
 
26500.0 1 0.0%
 
30250.0 1 0.0%
 

V268
Numeric

Distinct count 754
Unique (%) 1.3%
Missing (%) 77.8%
Missing (n) 45935
Infinite (%) 0.0%
Infinite (n) 0
Mean 21.076
Minimum 0
Maximum 30250
Zeros (%) 19.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 50
Maximum 30250
Range 30250
Interquartile range 0

Descriptive statistics

Standard deviation 380.41
Coef of variation 18.05
Kurtosis 3387.3
Mean 21.076
MAD 37.89
Skewness 51.024
Sum 276500
Variance 144720
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 11673 19.8%
 
100.0 60 0.1%
 
50.0 48 0.1%
 
619.0 28 0.0%
 
150.0 27 0.0%
 
20.0 25 0.0%
 
25.0 25 0.0%
 
30.0 24 0.0%
 
40.0 22 0.0%
 
200.0 21 0.0%
 
Other values (743) 1166 2.0%
 
(Missing) 45935 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11673 19.8%
 
0.2915000021457672 3 0.0%
 
1.9562000036239624 1 0.0%
 
2.390300035476685 1 0.0%
 
2.8455998897552486 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
10875.0 1 0.0%
 
11425.0 1 0.0%
 
11825.0 1 0.0%
 
12550.0 1 0.0%
 
30250.0 1 0.0%
 

V269
Highly correlated

This variable is highly correlated with V266 and should be ignored for analysis

Correlation 0.99793

V27
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00085512
Minimum 0
Maximum 2
Zeros (%) 87.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.030531
Coef of variation 35.704
Kurtosis 1603.4
Mean 0.00085512
MAD 0.0017088
Skewness 38.16
Sum 44
Variance 0.00093214
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 51413 87.1%
 
1.0 40 0.1%
 
2.0 2 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 51413 87.1%
 
1.0 40 0.1%
 
2.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 51413 87.1%
 
1.0 40 0.1%
 
2.0 2 0.0%
 

V270
Numeric

Distinct count 658
Unique (%) 1.1%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.1874
Minimum 0
Maximum 4000
Zeros (%) 21.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 37.34
Maximum 4000
Range 4000
Interquartile range 0

Descriptive statistics

Standard deviation 53.699
Coef of variation 7.4713
Kurtosis 2349
Mean 7.1874
MAD 13.044
Skewness 37.36
Sum 102180
Variance 2883.5
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12890 21.8%
 
100.0 74 0.1%
 
50.0 57 0.1%
 
25.0 37 0.1%
 
20.0 29 0.0%
 
15.0 26 0.0%
 
200.0 26 0.0%
 
150.0 26 0.0%
 
10.0 22 0.0%
 
75.0 20 0.0%
 
Other values (647) 1010 1.7%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12890 21.8%
 
0.2915000021457672 1 0.0%
 
2.390300035476685 1 0.0%
 
2.8455998897552486 1 0.0%
 
3.275399923324585 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
650.0 1 0.0%
 
800.0 1 0.0%
 
1000.0 6 0.0%
 
2000.0 1 0.0%
 
4000.0 1 0.0%
 

V271
Numeric

Distinct count 732
Unique (%) 1.2%
Missing (%) 75.9%
Missing (n) 44837
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.1199
Minimum 0
Maximum 4000
Zeros (%) 21.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 44.529
Maximum 4000
Range 4000
Interquartile range 0

Descriptive statistics

Standard deviation 65.247
Coef of variation 7.1543
Kurtosis 1164.7
Mean 9.1199
MAD 16.504
Skewness 25.786
Sum 129660
Variance 4257.1
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 12846 21.8%
 
100.0 75 0.1%
 
50.0 59 0.1%
 
25.0 29 0.0%
 
200.0 29 0.0%
 
150.0 26 0.0%
 
20.0 24 0.0%
 
75.0 21 0.0%
 
15.0 19 0.0%
 
30.0 18 0.0%
 
Other values (721) 1071 1.8%
 
(Missing) 44837 75.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 12846 21.8%
 
0.2915000021457672 1 0.0%
 
2.390300035476685 1 0.0%
 
2.8455998897552486 1 0.0%
 
3.275399923324585 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1373.0 1 0.0%
 
1405.0 1 0.0%
 
1600.0 1 0.0%
 
2000.0 1 0.0%
 
4000.0 1 0.0%
 

V272
Highly correlated

This variable is highly correlated with V271 and should be ignored for analysis

Correlation 0.94567

V273
Highly correlated

This variable is highly correlated with V233 and should be ignored for analysis

Correlation 0.94633

V274
Highly correlated

This variable is highly correlated with V218 and should be ignored for analysis

Correlation 0.92424

V275
Highly correlated

This variable is highly correlated with V273 and should be ignored for analysis

Correlation 0.93013

V276
Highly correlated

This variable is highly correlated with V216 and should be ignored for analysis

Correlation 0.98873

V277
Highly correlated

This variable is highly correlated with V276 and should be ignored for analysis

Correlation 0.93439

V278
Highly correlated

This variable is highly correlated with V277 and should be ignored for analysis

Correlation 0.97429

V279
Highly correlated

This variable is highly correlated with V213 and should be ignored for analysis

Correlation 0.91812

V28
Highly correlated

This variable is highly correlated with V27 and should be ignored for analysis

Correlation 0.96894

V280
Highly correlated

This variable is highly correlated with V279 and should be ignored for analysis

Correlation 0.91174

V281
Numeric

Distinct count 19
Unique (%) 0.0%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.090695
Minimum 0
Maximum 22
Zeros (%) 94.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 22
Range 22
Interquartile range 0

Descriptive statistics

Standard deviation 0.52908
Coef of variation 5.8336
Kurtosis 211.76
Mean 0.090695
MAD 0.17255
Skewness 11.048
Sum 5343
Variance 0.27992
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 56041 94.9%
 
1.0 1694 2.9%
 
2.0 602 1.0%
 
3.0 266 0.5%
 
4.0 159 0.3%
 
5.0 69 0.1%
 
6.0 29 0.0%
 
7.0 17 0.0%
 
8.0 8 0.0%
 
10.0 8 0.0%
 
Other values (8) 19 0.0%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56041 94.9%
 
1.0 1694 2.9%
 
2.0 602 1.0%
 
3.0 266 0.5%
 
4.0 159 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
13.0 1 0.0%
 
14.0 1 0.0%
 
15.0 1 0.0%
 
21.0 1 0.0%
 
22.0 1 0.0%
 

V282
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.8181
Minimum 0
Maximum 26
Zeros (%) 36.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 2
Maximum 26
Range 26
Interquartile range 1

Descriptive statistics

Standard deviation 0.94169
Coef of variation 1.1511
Kurtosis 50.43
Mean 0.8181
MAD 0.59594
Skewness 4.2157
Sum 48196
Variance 0.88677
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 31428 53.2%
 
0.0 21457 36.3%
 
2.0 3690 6.2%
 
3.0 1283 2.2%
 
4.0 503 0.9%
 
5.0 264 0.4%
 
6.0 127 0.2%
 
7.0 67 0.1%
 
8.0 27 0.0%
 
9.0 22 0.0%
 
Other values (11) 44 0.1%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 21457 36.3%
 
1.0 31428 53.2%
 
2.0 3690 6.2%
 
3.0 1283 2.2%
 
4.0 503 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 1 0.0%
 
18.0 1 0.0%
 
22.0 1 0.0%
 
25.0 2 0.0%
 
26.0 1 0.0%
 

V283
Numeric

Distinct count 36
Unique (%) 0.1%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.98888
Minimum 0
Maximum 68
Zeros (%) 36.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 3
Maximum 68
Range 68
Interquartile range 1

Descriptive statistics

Standard deviation 1.5171
Coef of variation 1.5341
Kurtosis 292.44
Mean 0.98888
MAD 0.71551
Skewness 10.633
Sum 58257
Variance 2.3015
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 28281 47.9%
 
0.0 21313 36.1%
 
2.0 5047 8.5%
 
3.0 2001 3.4%
 
4.0 910 1.5%
 
5.0 492 0.8%
 
6.0 320 0.5%
 
7.0 166 0.3%
 
8.0 100 0.2%
 
9.0 67 0.1%
 
Other values (25) 215 0.4%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 21313 36.1%
 
1.0 28281 47.9%
 
2.0 5047 8.5%
 
3.0 2001 3.4%
 
4.0 910 1.5%
 

Maximum 5 values

Value Count Frequency (%)  
42.0 2 0.0%
 
44.0 2 0.0%
 
49.0 1 0.0%
 
66.0 1 0.0%
 
68.0 2 0.0%
 

V284
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.090821
Minimum 0
Maximum 9
Zeros (%) 92.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.34188
Coef of variation 3.7644
Kurtosis 42.296
Mean 0.090821
MAD 0.16745
Skewness 5.1112
Sum 5363
Variance 0.11688
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 54437 92.2%
 
1.0 4031 6.8%
 
2.0 470 0.8%
 
3.0 78 0.1%
 
4.0 23 0.0%
 
6.0 7 0.0%
 
5.0 3 0.0%
 
9.0 1 0.0%
 
(Missing) 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54437 92.2%
 
1.0 4031 6.8%
 
2.0 470 0.8%
 
3.0 78 0.1%
 
4.0 23 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 78 0.1%
 
4.0 23 0.0%
 
5.0 3 0.0%
 
6.0 7 0.0%
 
9.0 1 0.0%
 

V285
Numeric

Distinct count 70
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1799
Minimum 0
Maximum 94
Zeros (%) 59.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 5
Maximum 94
Range 94
Interquartile range 1

Descriptive statistics

Standard deviation 3.2198
Coef of variation 2.7289
Kurtosis 228.66
Mean 1.1799
MAD 1.4767
Skewness 11.65
Sum 69674
Variance 10.367
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 35334 59.8%
 
1.0 10613 18.0%
 
2.0 4967 8.4%
 
3.0 2717 4.6%
 
4.0 1856 3.1%
 
5.0 995 1.7%
 
6.0 672 1.1%
 
7.0 481 0.8%
 
8.0 307 0.5%
 
9.0 252 0.4%
 
Other values (59) 856 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 35334 59.8%
 
1.0 10613 18.0%
 
2.0 4967 8.4%
 
3.0 2717 4.6%
 
4.0 1856 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
86.0 1 0.0%
 
90.0 3 0.0%
 
91.0 1 0.0%
 
92.0 1 0.0%
 
94.0 1 0.0%
 

V286
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.032058
Minimum 0
Maximum 6
Zeros (%) 97.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.19145
Coef of variation 5.972
Kurtosis 79.775
Mean 0.032058
MAD 0.062204
Skewness 7.2619
Sum 1893
Variance 0.036653
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 57290 97.0%
 
1.0 1646 2.8%
 
2.0 103 0.2%
 
3.0 7 0.0%
 
6.0 2 0.0%
 
4.0 2 0.0%
 
(Missing) 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 57290 97.0%
 
1.0 1646 2.8%
 
2.0 103 0.2%
 
3.0 7 0.0%
 
4.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1646 2.8%
 
2.0 103 0.2%
 
3.0 7 0.0%
 
4.0 2 0.0%
 
6.0 2 0.0%
 

V287
Numeric

Distinct count 31
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.3644
Minimum 0
Maximum 31
Zeros (%) 78.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 31
Range 31
Interquartile range 0

Descriptive statistics

Standard deviation 1.0914
Coef of variation 2.995
Kurtosis 149.25
Mean 0.3644
MAD 0.5739
Skewness 9.0583
Sum 21518
Variance 1.1912
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 46499 78.7%
 
1.0 8417 14.3%
 
2.0 2355 4.0%
 
3.0 870 1.5%
 
4.0 478 0.8%
 
9.0 105 0.2%
 
5.0 88 0.1%
 
7.0 73 0.1%
 
6.0 55 0.1%
 
10.0 18 0.0%
 
Other values (20) 92 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 46499 78.7%
 
1.0 8417 14.3%
 
2.0 2355 4.0%
 
3.0 870 1.5%
 
4.0 478 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
25.0 5 0.0%
 
26.0 1 0.0%
 
29.0 1 0.0%
 
30.0 1 0.0%
 
31.0 3 0.0%
 

V288
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.18368
Minimum 0
Maximum 9
Zeros (%) 83.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.43191
Coef of variation 2.3514
Kurtosis 9.5242
Mean 0.18368
MAD 0.30577
Skewness 2.5503
Sum 10821
Variance 0.18654
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 49035 83.0%
 
1.0 9034 15.3%
 
2.0 757 1.3%
 
3.0 78 0.1%
 
4.0 6 0.0%
 
9.0 1 0.0%
 
6.0 1 0.0%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 49035 83.0%
 
1.0 9034 15.3%
 
2.0 757 1.3%
 
3.0 78 0.1%
 
4.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 757 1.3%
 
3.0 78 0.1%
 
4.0 6 0.0%
 
6.0 1 0.0%
 
9.0 1 0.0%
 

V289
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.23581
Minimum 0
Maximum 9
Zeros (%) 82.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.60294
Coef of variation 2.5569
Kurtosis 18.57
Mean 0.23581
MAD 0.39036
Skewness 3.5457
Sum 13892
Variance 0.36353
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 48762 82.6%
 
1.0 7517 12.7%
 
2.0 1869 3.2%
 
3.0 529 0.9%
 
4.0 175 0.3%
 
5.0 38 0.1%
 
7.0 8 0.0%
 
6.0 6 0.0%
 
9.0 4 0.0%
 
8.0 4 0.0%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 48762 82.6%
 
1.0 7517 12.7%
 
2.0 1869 3.2%
 
3.0 529 0.9%
 
4.0 175 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 38 0.1%
 
6.0 6 0.0%
 
7.0 8 0.0%
 
8.0 4 0.0%
 
9.0 4 0.0%
 

V29
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 12.9%
Missing (n) 7599
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.38661
Minimum 0
Maximum 4
Zeros (%) 54.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.50987
Coef of variation 1.3188
Kurtosis -0.38577
Mean 0.38661
MAD 0.48232
Skewness 0.77445
Sum 19893
Variance 0.25996
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 32097 54.4%
 
1.0 18868 32.0%
 
2.0 452 0.8%
 
3.0 31 0.1%
 
4.0 7 0.0%
 
(Missing) 7599 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 32097 54.4%
 
1.0 18868 32.0%
 
2.0 452 0.8%
 
3.0 31 0.1%
 
4.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 32097 54.4%
 
1.0 18868 32.0%
 
2.0 452 0.8%
 
3.0 31 0.1%
 
4.0 7 0.0%
 

V290
Numeric

Distinct count 35
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1079
Minimum 1
Maximum 52
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 52
Range 51
Interquartile range 0

Descriptive statistics

Standard deviation 0.86767
Coef of variation 0.78318
Kurtosis 1293.2
Mean 1.1079
MAD 0.20162
Skewness 31.504
Sum 65421
Variance 0.75286
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 55173 93.4%
 
2.0 3004 5.1%
 
3.0 529 0.9%
 
4.0 156 0.3%
 
5.0 69 0.1%
 
6.0 39 0.1%
 
7.0 19 0.0%
 
8.0 9 0.0%
 
9.0 8 0.0%
 
10.0 6 0.0%
 
Other values (24) 38 0.1%
 
(Missing) 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 55173 93.4%
 
2.0 3004 5.1%
 
3.0 529 0.9%
 
4.0 156 0.3%
 
5.0 69 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
39.0 3 0.0%
 
40.0 2 0.0%
 
42.0 1 0.0%
 
44.0 1 0.0%
 
52.0 1 0.0%
 

V291
Numeric

Distinct count 60
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.7169
Minimum 1
Maximum 1039
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 1039
Range 1038
Interquartile range 0

Descriptive statistics

Standard deviation 17.484
Coef of variation 10.183
Kurtosis 2231.3
Mean 1.7169
MAD 1.1241
Skewness 46.661
Sum 101380
Variance 305.69
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 46298 78.4%
 
2.0 9096 15.4%
 
3.0 2218 3.8%
 
4.0 756 1.3%
 
5.0 302 0.5%
 
6.0 131 0.2%
 
7.0 89 0.2%
 
8.0 33 0.1%
 
9.0 22 0.0%
 
10.0 20 0.0%
 
Other values (49) 85 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 46298 78.4%
 
2.0 9096 15.4%
 
3.0 2218 3.8%
 
4.0 756 1.3%
 
5.0 302 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
851.0 1 0.0%
 
857.0 1 0.0%
 
1031.0 1 0.0%
 
1034.0 1 0.0%
 
1039.0 1 0.0%
 

V292
Highly correlated

This variable is highly correlated with V291 and should be ignored for analysis

Correlation 0.97134

V293
Highly correlated

This variable is highly correlated with V280 and should be ignored for analysis

Correlation 0.90683

V294
Highly correlated

This variable is highly correlated with V280 and should be ignored for analysis

Correlation 0.9366

V295
Highly correlated

This variable is highly correlated with V294 and should be ignored for analysis

Correlation 0.94244

V296
Highly correlated

This variable is highly correlated with V179 and should be ignored for analysis

Correlation 0.91027

V297
Highly correlated

This variable is highly correlated with V104 and should be ignored for analysis

Correlation 0.91881

V298
Highly correlated

This variable is highly correlated with V296 and should be ignored for analysis

Correlation 0.98967

V299
Highly correlated

This variable is highly correlated with V298 and should be ignored for analysis

Correlation 0.95323

V3
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0755
Minimum 0
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.31035
Coef of variation 0.28856
Kurtosis 36.547
Mean 1.0755
MAD 0.14138
Skewness 5.1006
Sum 33441
Variance 0.096317
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 29077 49.2%
 
2.0 1733 2.9%
 
3.0 238 0.4%
 
4.0 35 0.1%
 
5.0 6 0.0%
 
0.0 2 0.0%
 
6.0 1 0.0%
 
8.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 29077 49.2%
 
2.0 1733 2.9%
 
3.0 238 0.4%
 
4.0 35 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 238 0.4%
 
4.0 35 0.1%
 
5.0 6 0.0%
 
6.0 1 0.0%
 
8.0 1 0.0%
 

V30
Highly correlated

This variable is highly correlated with V29 and should be ignored for analysis

Correlation 0.95995

V300
Numeric

Distinct count 10
Unique (%) 0.0%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.044032
Minimum 0
Maximum 11
Zeros (%) 96.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 0.28173
Coef of variation 6.3983
Kurtosis 241.34
Mean 0.044032
MAD 0.085161
Skewness 11.376
Sum 2594
Variance 0.07937
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 56970 96.5%
 
1.0 1497 2.5%
 
2.0 330 0.6%
 
3.0 75 0.1%
 
4.0 20 0.0%
 
5.0 10 0.0%
 
6.0 5 0.0%
 
11.0 4 0.0%
 
8.0 1 0.0%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56970 96.5%
 
1.0 1497 2.5%
 
2.0 330 0.6%
 
3.0 75 0.1%
 
4.0 20 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 20 0.0%
 
5.0 10 0.0%
 
6.0 5 0.0%
 
8.0 1 0.0%
 
11.0 4 0.0%
 

V301
Highly correlated

This variable is highly correlated with V300 and should be ignored for analysis

Correlation 0.92919

V302
Highly correlated

This variable is highly correlated with V60 and should be ignored for analysis

Correlation 0.93025

V303
Numeric

Distinct count 16
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.28566
Minimum 0
Maximum 16
Zeros (%) 76.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.63497
Coef of variation 2.2228
Kurtosis 73.779
Mean 0.28566
MAD 0.43405
Skewness 5.6051
Sum 16868
Variance 0.40318
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 44863 76.0%
 
1.0 12746 21.6%
 
2.0 914 1.5%
 
3.0 238 0.4%
 
5.0 128 0.2%
 
4.0 96 0.2%
 
6.0 24 0.0%
 
7.0 9 0.0%
 
8.0 7 0.0%
 
10.0 6 0.0%
 
Other values (5) 19 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44863 76.0%
 
1.0 12746 21.6%
 
2.0 914 1.5%
 
3.0 238 0.4%
 
4.0 96 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 6 0.0%
 
11.0 3 0.0%
 
13.0 3 0.0%
 
15.0 5 0.0%
 
16.0 2 0.0%
 

V304
Highly correlated

This variable is highly correlated with V303 and should be ignored for analysis

Correlation 0.93113

V305
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 1
Minimum 1
Maximum 2
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 2
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.0058197
Coef of variation 0.0058195
Kurtosis 29522
Mean 1
MAD 6.7737e-05
Skewness 171.82
Sum 59052
Variance 3.3869e-05
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 59048 100.0%
 
2.0 2 0.0%
 
(Missing) 4 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 59048 100.0%
 
2.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 59048 100.0%
 
2.0 2 0.0%
 

V306
Highly correlated

This variable is highly correlated with V293 and should be ignored for analysis

Correlation 0.96703

V307
Highly correlated

This variable is highly correlated with V295 and should be ignored for analysis

Correlation 0.96156

V308
Highly correlated

This variable is highly correlated with V307 and should be ignored for analysis

Correlation 0.96728

V309
Highly correlated

This variable is highly correlated with V269 and should be ignored for analysis

Correlation 0.97823

V31
Highly correlated

This variable is highly correlated with V21 and should be ignored for analysis

Correlation 0.91758

V310
Highly correlated

This variable is highly correlated with V269 and should be ignored for analysis

Correlation 0.9339

V311
Highly correlated

This variable is highly correlated with V309 and should be ignored for analysis

Correlation 0.93252

V312
Highly correlated

This variable is highly correlated with V269 and should be ignored for analysis

Correlation 0.9674

V313
Numeric

Distinct count 1821
Unique (%) 3.1%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 20.914
Minimum 0
Maximum 3499.9
Zeros (%) 83.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 117
Maximum 3499.9
Range 3499.9
Interquartile range 0

Descriptive statistics

Standard deviation 92.611
Coef of variation 4.4282
Kurtosis 317.94
Mean 20.914
MAD 34.925
Skewness 14.052
Sum 1232100
Variance 8576.8
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 49035 83.0%
 
59.0 652 1.1%
 
117.0 534 0.9%
 
57.95000076293945 367 0.6%
 
107.9499969482422 332 0.6%
 
49.0 279 0.5%
 
39.0 248 0.4%
 
226.0 231 0.4%
 
100.0 230 0.4%
 
29.0 175 0.3%
 
Other values (1810) 6829 11.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 49035 83.0%
 
0.2915000021457672 1 0.0%
 
2.215399980545044 1 0.0%
 
2.390300035476685 1 0.0%
 
2.599600076675415 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2907.949951171875 1 0.0%
 
3015.89990234375 1 0.0%
 
3053.969970703125 1 0.0%
 
3162.949951171875 1 0.0%
 
3499.89990234375 1 0.0%
 

V314
Numeric

Distinct count 3360
Unique (%) 5.7%
Missing (%) 0.2%
Missing (n) 142
Infinite (%) 0.0%
Infinite (n) 0
Mean 42.562
Minimum 0
Maximum 7519.9
Zeros (%) 80.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 231
Maximum 7519.9
Range 7519.9
Interquartile range 0

Descriptive statistics

Standard deviation 168.82
Coef of variation 3.9665
Kurtosis 198.48
Mean 42.562
MAD 69.434
Skewness 10.407
Sum 2507400
Variance 28501
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 47428 80.3%
 
59.0 421 0.7%
 
117.0 377 0.6%
 
57.95000076293945 264 0.4%
 
107.9499969482422 258 0.4%
 
49.0 191 0.3%
 
226.0 172 0.3%
 
39.0 141 0.2%
 
740.0 131 0.2%
 
35.95000076293945 124 0.2%
 
Other values (3349) 9405 15.9%
 
(Missing) 142 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 47428 80.3%
 
0.2915000021457672 1 0.0%
 
2.215399980545044 1 0.0%
 
2.390300035476685 1 0.0%
 
2.4486000537872314 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3688.0 1 0.0%
 
4820.0 1 0.0%
 
5031.7998046875 1 0.0%
 
5565.0 1 0.0%
 
7519.8701171875 1 0.0%
 

V315
Highly correlated

This variable is highly correlated with V313 and should be ignored for analysis

Correlation 0.91232

V316
Highly correlated

This variable is highly correlated with V308 and should be ignored for analysis

Correlation 0.9005

V317
Highly correlated

This variable is highly correlated with V308 and should be ignored for analysis

Correlation 0.94767

V318
Highly correlated

This variable is highly correlated with V317 and should be ignored for analysis

Correlation 0.96641

V319
Highly correlated

This variable is highly correlated with V278 and should be ignored for analysis

Correlation 0.95698

V32
Highly correlated

This variable is highly correlated with V31 and should be ignored for analysis

Correlation 0.9905

V320
Highly correlated

This variable is highly correlated with V278 and should be ignored for analysis

Correlation 0.96078

V321
Highly correlated

This variable is highly correlated with V320 and should be ignored for analysis

Correlation 0.95702

V322
Highly correlated

This variable is highly correlated with V318 and should be ignored for analysis

Correlation 0.92608

V323
Highly correlated

This variable is highly correlated with V322 and should be ignored for analysis

Correlation 0.93104

V324
Highly correlated

This variable is highly correlated with V323 and should be ignored for analysis

Correlation 0.99487

V325
Highly correlated

This variable is highly correlated with V284 and should be ignored for analysis

Correlation 0.92347

V326
Highly correlated

This variable is highly correlated with V287 and should be ignored for analysis

Correlation 0.91536

V327
Highly correlated

This variable is highly correlated with V326 and should be ignored for analysis

Correlation 0.93483

V328
Highly correlated

This variable is highly correlated with V299 and should be ignored for analysis

Correlation 0.91708

V329
Highly correlated

This variable is highly correlated with V324 and should be ignored for analysis

Correlation 0.96504

V33
Highly correlated

This variable is highly correlated with V16 and should be ignored for analysis

Correlation 0.95142

V330
Highly correlated

This variable is highly correlated with V329 and should be ignored for analysis

Correlation 0.97119

V331
Highly correlated

This variable is highly correlated with V323 and should be ignored for analysis

Correlation 0.90652

V332
Highly correlated

This variable is highly correlated with V331 and should be ignored for analysis

Correlation 0.9322

V333
Highly correlated

This variable is highly correlated with V332 and should be ignored for analysis

Correlation 0.99461

V334
Highly correlated

This variable is highly correlated with V312 and should be ignored for analysis

Correlation 0.94858

V335
Highly correlated

This variable is highly correlated with V312 and should be ignored for analysis

Correlation 0.96029

V336
Highly correlated

This variable is highly correlated with V335 and should be ignored for analysis

Correlation 0.97169

V337
Highly correlated

This variable is highly correlated with V321 and should be ignored for analysis

Correlation 0.95514

V338
Highly correlated

This variable is highly correlated with V321 and should be ignored for analysis

Correlation 0.9516

V339
Highly correlated

This variable is highly correlated with V338 and should be ignored for analysis

Correlation 0.96609

V34
Highly correlated

This variable is highly correlated with V33 and should be ignored for analysis

Correlation 0.95948

V35
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.54167
Minimum 0
Maximum 3
Zeros (%) 33.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.51613
Coef of variation 0.95285
Kurtosis -1.4532
Mean 0.54167
MAD 0.50609
Skewness 0.041058
Sum 22896
Variance 0.26639
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 22160 37.5%
 
0.0 19746 33.4%
 
2.0 353 0.6%
 
3.0 10 0.0%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19746 33.4%
 
1.0 22160 37.5%
 
2.0 353 0.6%
 
3.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 19746 33.4%
 
1.0 22160 37.5%
 
2.0 353 0.6%
 
3.0 10 0.0%
 

V36
Highly correlated

This variable is highly correlated with V35 and should be ignored for analysis

Correlation 0.9306

V37
Numeric

Distinct count 22
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1101
Minimum 0
Maximum 34
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 34
Range 34
Interquartile range 0

Descriptive statistics

Standard deviation 0.659
Coef of variation 0.59363
Kurtosis 418.32
Mean 1.1101
MAD 0.20802
Skewness 15.385
Sum 46924
Variance 0.43428
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 39578 67.0%
 
2.0 1872 3.2%
 
3.0 405 0.7%
 
4.0 143 0.2%
 
5.0 82 0.1%
 
6.0 42 0.1%
 
0.0 34 0.1%
 
7.0 31 0.1%
 
9.0 19 0.0%
 
8.0 15 0.0%
 
Other values (11) 48 0.1%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 34 0.1%
 
1.0 39578 67.0%
 
2.0 1872 3.2%
 
3.0 405 0.7%
 
4.0 143 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
17.0 2 0.0%
 
21.0 3 0.0%
 
23.0 1 0.0%
 
29.0 1 0.0%
 
34.0 1 0.0%
 

V38
Numeric

Distinct count 30
Unique (%) 0.1%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1652
Minimum 0
Maximum 35
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 35
Range 35
Interquartile range 0

Descriptive statistics

Standard deviation 0.84376
Coef of variation 0.72416
Kurtosis 354.85
Mean 1.1652
MAD 0.30108
Skewness 14.54
Sum 49250
Variance 0.71193
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 38288 64.8%
 
2.0 2803 4.7%
 
3.0 588 1.0%
 
4.0 219 0.4%
 
5.0 113 0.2%
 
6.0 66 0.1%
 
7.0 39 0.1%
 
0.0 34 0.1%
 
8.0 22 0.0%
 
9.0 16 0.0%
 
Other values (19) 81 0.1%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 34 0.1%
 
1.0 38288 64.8%
 
2.0 2803 4.7%
 
3.0 588 1.0%
 
4.0 219 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
28.0 1 0.0%
 
29.0 1 0.0%
 
30.0 1 0.0%
 
34.0 1 0.0%
 
35.0 1 0.0%
 

V39
Numeric

Distinct count 15
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.17012
Minimum 0
Maximum 15
Zeros (%) 60.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 15
Range 15
Interquartile range 0

Descriptive statistics

Standard deviation 0.46409
Coef of variation 2.7279
Kurtosis 100.31
Mean 0.17012
MAD 0.28814
Skewness 6.2141
Sum 7191
Variance 0.21538
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 35796 60.6%
 
1.0 6073 10.3%
 
2.0 263 0.4%
 
3.0 69 0.1%
 
4.0 31 0.1%
 
5.0 14 0.0%
 
6.0 7 0.0%
 
7.0 5 0.0%
 
11.0 3 0.0%
 
8.0 3 0.0%
 
Other values (4) 5 0.0%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 35796 60.6%
 
1.0 6073 10.3%
 
2.0 263 0.4%
 
3.0 69 0.1%
 
4.0 31 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 2 0.0%
 
10.0 1 0.0%
 
11.0 3 0.0%
 
14.0 1 0.0%
 
15.0 1 0.0%
 

V4
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.8454
Minimum 0
Maximum 6
Zeros (%) 9.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.43465
Coef of variation 0.51413
Kurtosis 2.7206
Mean 0.8454
MAD 0.3067
Skewness -0.56869
Sum 26286
Variance 0.18892
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 24682 41.8%
 
0.0 5640 9.6%
 
2.0 716 1.2%
 
3.0 50 0.1%
 
4.0 4 0.0%
 
6.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5640 9.6%
 
1.0 24682 41.8%
 
2.0 716 1.2%
 
3.0 50 0.1%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 24682 41.8%
 
2.0 716 1.2%
 
3.0 50 0.1%
 
4.0 4 0.0%
 
6.0 1 0.0%
 

V40
Highly correlated

This variable is highly correlated with V39 and should be ignored for analysis

Correlation 0.95041

V41
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99927
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.027072
Coef of variation 0.027092
Kurtosis 1358.7
Mean 0.99927
MAD 0.0014657
Skewness -36.886
Sum 42238
Variance 0.00073288
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 42238 71.5%
 
0.0 31 0.1%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 31 0.1%
 
1.0 42238 71.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 31 0.1%
 
1.0 42238 71.5%
 

V42
Highly correlated

This variable is highly correlated with V22 and should be ignored for analysis

Correlation 0.93629

V43
Highly correlated

This variable is highly correlated with V42 and should be ignored for analysis

Correlation 0.94809

V44
Numeric

Distinct count 24
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0829
Minimum 0
Maximum 31
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 31
Range 31
Interquartile range 0

Descriptive statistics

Standard deviation 0.55016
Coef of variation 0.50804
Kurtosis 624.02
Mean 1.0829
MAD 0.15849
Skewness 19.505
Sum 45773
Variance 0.30268
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 39844 67.5%
 
2.0 1973 3.3%
 
3.0 223 0.4%
 
4.0 61 0.1%
 
0.0 43 0.1%
 
5.0 29 0.0%
 
6.0 26 0.0%
 
8.0 13 0.0%
 
9.0 13 0.0%
 
7.0 12 0.0%
 
Other values (13) 32 0.1%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 43 0.1%
 
1.0 39844 67.5%
 
2.0 1973 3.3%
 
3.0 223 0.4%
 
4.0 61 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
19.0 1 0.0%
 
20.0 1 0.0%
 
21.0 2 0.0%
 
26.0 1 0.0%
 
31.0 1 0.0%
 

V45
Numeric

Distinct count 25
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1201
Minimum 0
Maximum 31
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 31
Range 31
Interquartile range 0

Descriptive statistics

Standard deviation 0.6571
Coef of variation 0.58665
Kurtosis 421.64
Mean 1.1201
MAD 0.22264
Skewness 16.195
Sum 47345
Variance 0.43178
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 38809 65.7%
 
2.0 2804 4.7%
 
3.0 352 0.6%
 
4.0 90 0.2%
 
0.0 40 0.1%
 
5.0 38 0.1%
 
6.0 34 0.1%
 
7.0 20 0.0%
 
9.0 20 0.0%
 
8.0 16 0.0%
 
Other values (14) 46 0.1%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 40 0.1%
 
1.0 38809 65.7%
 
2.0 2804 4.7%
 
3.0 352 0.6%
 
4.0 90 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
20.0 4 0.0%
 
21.0 2 0.0%
 
24.0 1 0.0%
 
26.0 1 0.0%
 
31.0 1 0.0%
 

V46
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0237
Minimum 0
Maximum 4
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.17039
Coef of variation 0.16644
Kurtosis 68.062
Mean 1.0237
MAD 0.048037
Skewness 7.2171
Sum 43272
Variance 0.029034
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 41275 69.9%
 
2.0 890 1.5%
 
3.0 59 0.1%
 
0.0 35 0.1%
 
4.0 10 0.0%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 35 0.1%
 
1.0 41275 69.9%
 
2.0 890 1.5%
 
3.0 59 0.1%
 
4.0 10 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 35 0.1%
 
1.0 41275 69.9%
 
2.0 890 1.5%
 
3.0 59 0.1%
 
4.0 10 0.0%
 

V47
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 28.4%
Missing (n) 16785
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0401
Minimum 0
Maximum 12
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 12
Range 12
Interquartile range 0

Descriptive statistics

Standard deviation 0.23021
Coef of variation 0.22134
Kurtosis 178.08
Mean 1.0401
MAD 0.078868
Skewness 8.5983
Sum 43963
Variance 0.052998
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 40683 68.9%
 
2.0 1418 2.4%
 
3.0 106 0.2%
 
0.0 35 0.1%
 
4.0 19 0.0%
 
5.0 4 0.0%
 
6.0 3 0.0%
 
12.0 1 0.0%
 
(Missing) 16785 28.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 35 0.1%
 
1.0 40683 68.9%
 
2.0 1418 2.4%
 
3.0 106 0.2%
 
4.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 106 0.2%
 
4.0 19 0.0%
 
5.0 4 0.0%
 
6.0 3 0.0%
 
12.0 1 0.0%
 

V48
Highly correlated

This variable is highly correlated with V29 and should be ignored for analysis

Correlation 0.91325

V49
Highly correlated

This variable is highly correlated with V48 and should be ignored for analysis

Correlation 0.97073

V5
Highly correlated

This variable is highly correlated with V4 and should be ignored for analysis

Correlation 0.91119

V50
Highly correlated

This variable is highly correlated with V42 and should be ignored for analysis

Correlation 0.90549

V51
Highly correlated

This variable is highly correlated with V34 and should be ignored for analysis

Correlation 0.90753

V52
Highly correlated

This variable is highly correlated with V51 and should be ignored for analysis

Correlation 0.95305

V53
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.5748
Minimum 0
Maximum 3
Zeros (%) 37.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.51138
Coef of variation 0.88966
Kurtosis -1.405
Mean 0.5748
MAD 0.49821
Skewness -0.093701
Sum 29511
Variance 0.26151
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 28690 48.6%
 
0.0 22250 37.7%
 
2.0 382 0.6%
 
3.0 19 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 22250 37.7%
 
1.0 28690 48.6%
 
2.0 382 0.6%
 
3.0 19 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 22250 37.7%
 
1.0 28690 48.6%
 
2.0 382 0.6%
 
3.0 19 0.0%
 

V54
Highly correlated

This variable is highly correlated with V53 and should be ignored for analysis

Correlation 0.91965

V55
Numeric

Distinct count 15
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.067
Minimum 0
Maximum 13
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 13
Range 13
Interquartile range 0

Descriptive statistics

Standard deviation 0.39087
Coef of variation 0.36632
Kurtosis 166.25
Mean 1.067
MAD 0.12862
Skewness 10.397
Sum 54781
Variance 0.15278
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 48958 82.9%
 
2.0 1800 3.0%
 
3.0 314 0.5%
 
4.0 129 0.2%
 
5.0 50 0.1%
 
6.0 31 0.1%
 
0.0 20 0.0%
 
7.0 15 0.0%
 
8.0 9 0.0%
 
9.0 7 0.0%
 
Other values (4) 8 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20 0.0%
 
1.0 48958 82.9%
 
2.0 1800 3.0%
 
3.0 314 0.5%
 
4.0 129 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
9.0 7 0.0%
 
10.0 4 0.0%
 
11.0 1 0.0%
 
12.0 1 0.0%
 
13.0 2 0.0%
 

V56
Numeric

Distinct count 25
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1212
Minimum 0
Maximum 46
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 46
Range 46
Interquartile range 0

Descriptive statistics

Standard deviation 0.69685
Coef of variation 0.62152
Kurtosis 1158.3
Mean 1.1212
MAD 0.22426
Skewness 25.189
Sum 57564
Variance 0.4856
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 47311 80.1%
 
2.0 3051 5.2%
 
3.0 557 0.9%
 
4.0 189 0.3%
 
5.0 83 0.1%
 
6.0 37 0.1%
 
7.0 27 0.0%
 
0.0 20 0.0%
 
9.0 14 0.0%
 
8.0 13 0.0%
 
Other values (14) 39 0.1%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20 0.0%
 
1.0 47311 80.1%
 
2.0 3051 5.2%
 
3.0 557 0.9%
 
4.0 189 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
30.0 2 0.0%
 
34.0 1 0.0%
 
41.0 1 0.0%
 
43.0 1 0.0%
 
46.0 1 0.0%
 

V57
Highly correlated

This variable is highly correlated with V51 and should be ignored for analysis

Correlation 0.90999

V58
Highly correlated

This variable is highly correlated with V57 and should be ignored for analysis

Correlation 0.96274

V59
Numeric

Distinct count 12
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13681
Minimum 0
Maximum 16
Zeros (%) 75.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 16
Range 16
Interquartile range 0

Descriptive statistics

Standard deviation 0.38675
Coef of variation 2.8269
Kurtosis 83.512
Mean 0.13681
MAD 0.23864
Skewness 4.9408
Sum 7024
Variance 0.14957
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 44777 75.8%
 
1.0 6253 10.6%
 
2.0 231 0.4%
 
3.0 49 0.1%
 
4.0 16 0.0%
 
5.0 9 0.0%
 
6.0 2 0.0%
 
7.0 1 0.0%
 
10.0 1 0.0%
 
8.0 1 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 44777 75.8%
 
1.0 6253 10.6%
 
2.0 231 0.4%
 
3.0 49 0.1%
 
4.0 16 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 2 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 
10.0 1 0.0%
 
16.0 1 0.0%
 

V6
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0431
Minimum 0
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.23247
Coef of variation 0.22286
Kurtosis 93.008
Mean 1.0431
MAD 0.083009
Skewness 7.2924
Sum 32433
Variance 0.054041
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 29896 50.6%
 
2.0 1078 1.8%
 
3.0 96 0.2%
 
4.0 17 0.0%
 
5.0 2 0.0%
 
0.0 2 0.0%
 
6.0 1 0.0%
 
9.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 29896 50.6%
 
2.0 1078 1.8%
 
3.0 96 0.2%
 
4.0 17 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 96 0.2%
 
4.0 17 0.0%
 
5.0 2 0.0%
 
6.0 1 0.0%
 
9.0 1 0.0%
 

V60
Highly correlated

This variable is highly correlated with V59 and should be ignored for analysis

Correlation 0.96445

V61
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.83238
Minimum 0
Maximum 5
Zeros (%) 16.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.43483
Coef of variation 0.5224
Kurtosis 2.7306
Mean 0.83238
MAD 0.31602
Skewness -0.59763
Sum 42735
Variance 0.18908
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 40565 68.7%
 
0.0 9746 16.5%
 
2.0 936 1.6%
 
3.0 84 0.1%
 
5.0 6 0.0%
 
4.0 4 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9746 16.5%
 
1.0 40565 68.7%
 
2.0 936 1.6%
 
3.0 84 0.1%
 
4.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 40565 68.7%
 
2.0 936 1.6%
 
3.0 84 0.1%
 
4.0 4 0.0%
 
5.0 6 0.0%
 

V62
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.86966
Minimum 0
Maximum 9
Zeros (%) 15.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.48083
Coef of variation 0.5529
Kurtosis 11.277
Mean 0.86966
MAD 0.311
Skewness 0.60891
Sum 44649
Variance 0.2312
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 40009 67.7%
 
0.0 9180 15.5%
 
2.0 1920 3.3%
 
3.0 181 0.3%
 
4.0 25 0.0%
 
5.0 11 0.0%
 
6.0 7 0.0%
 
7.0 5 0.0%
 
8.0 2 0.0%
 
9.0 1 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9180 15.5%
 
1.0 40009 67.7%
 
2.0 1920 3.3%
 
3.0 181 0.3%
 
4.0 25 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 11 0.0%
 
6.0 7 0.0%
 
7.0 5 0.0%
 
8.0 2 0.0%
 
9.0 1 0.0%
 

V63
Highly correlated

This variable is highly correlated with V59 and should be ignored for analysis

Correlation 0.93117

V64
Highly correlated

This variable is highly correlated with V63 and should be ignored for analysis

Correlation 0.94547

V65
Highly correlated

This variable is highly correlated with V41 and should be ignored for analysis

Correlation 0.90745

V66
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.98087
Minimum 0
Maximum 5
Zeros (%) 2.8%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.21681
Coef of variation 0.22103
Kurtosis 27.734
Mean 0.98087
MAD 0.06297
Skewness -0.82031
Sum 50359
Variance 0.047005
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 49077 83.1%
 
0.0 1648 2.8%
 
2.0 574 1.0%
 
3.0 35 0.1%
 
4.0 6 0.0%
 
5.0 1 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1648 2.8%
 
1.0 49077 83.1%
 
2.0 574 1.0%
 
3.0 35 0.1%
 
4.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49077 83.1%
 
2.0 574 1.0%
 
3.0 35 0.1%
 
4.0 6 0.0%
 
5.0 1 0.0%
 

V67
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 13.1%
Missing (n) 7713
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99782
Minimum 0
Maximum 5
Zeros (%) 2.5%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.24532
Coef of variation 0.24586
Kurtosis 28.507
Mean 0.99782
MAD 0.056673
Skewness 1.2246
Sum 51229
Variance 0.060182
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 48656 82.4%
 
0.0 1458 2.5%
 
2.0 1129 1.9%
 
3.0 80 0.1%
 
4.0 15 0.0%
 
5.0 3 0.0%
 
(Missing) 7713 13.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1458 2.5%
 
1.0 48656 82.4%
 
2.0 1129 1.9%
 
3.0 80 0.1%
 
4.0 15 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 48656 82.4%
 
2.0 1129 1.9%
 
3.0 80 0.1%
 
4.0 15 0.0%
 
5.0 3 0.0%
 

V68
Highly correlated

This variable is highly correlated with V28 and should be ignored for analysis

Correlation 0.98057

V69
Highly correlated

This variable is highly correlated with V48 and should be ignored for analysis

Correlation 0.91439

V7
Numeric

Distinct count 10
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0698
Minimum 0
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 9
Range 9
Interquartile range 0

Descriptive statistics

Standard deviation 0.29825
Coef of variation 0.2788
Kurtosis 56.223
Mean 1.0698
MAD 0.13114
Skewness 5.807
Sum 33262
Variance 0.088952
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 29196 49.4%
 
2.0 1678 2.8%
 
3.0 177 0.3%
 
4.0 31 0.1%
 
5.0 4 0.0%
 
7.0 2 0.0%
 
6.0 2 0.0%
 
0.0 2 0.0%
 
9.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 29196 49.4%
 
2.0 1678 2.8%
 
3.0 177 0.3%
 
4.0 31 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 31 0.1%
 
5.0 4 0.0%
 
6.0 2 0.0%
 
7.0 2 0.0%
 
9.0 1 0.0%
 

V70
Highly correlated

This variable is highly correlated with V69 and should be ignored for analysis

Correlation 0.96286

V71
Highly correlated

This variable is highly correlated with V63 and should be ignored for analysis

Correlation 0.90166

V72
Highly correlated

This variable is highly correlated with V71 and should be ignored for analysis

Correlation 0.96382

V73
Highly correlated

This variable is highly correlated with V58 and should be ignored for analysis

Correlation 0.90684

V74
Highly correlated

This variable is highly correlated with V73 and should be ignored for analysis

Correlation 0.95311

V75
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.54154
Minimum 0
Maximum 3
Zeros (%) 39.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 1
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.51508
Coef of variation 0.95113
Kurtosis -1.4356
Mean 0.54154
MAD 0.50538
Skewness 0.036189
Sum 27160
Variance 0.26531
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 26360 44.6%
 
0.0 23402 39.6%
 
2.0 373 0.6%
 
3.0 18 0.0%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 23402 39.6%
 
1.0 26360 44.6%
 
2.0 373 0.6%
 
3.0 18 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 23402 39.6%
 
1.0 26360 44.6%
 
2.0 373 0.6%
 
3.0 18 0.0%
 

V76
Highly correlated

This variable is highly correlated with V75 and should be ignored for analysis

Correlation 0.9175

V77
Numeric

Distinct count 20
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0898
Minimum 0
Maximum 28
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.55541
Coef of variation 0.50965
Kurtosis 319.89
Mean 1.0898
MAD 0.17253
Skewness 13.571
Sum 54656
Variance 0.30848
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 47434 80.3%
 
2.0 1881 3.2%
 
3.0 378 0.6%
 
4.0 168 0.3%
 
5.0 83 0.1%
 
0.0 62 0.1%
 
6.0 44 0.1%
 
7.0 32 0.1%
 
9.0 21 0.0%
 
8.0 15 0.0%
 
Other values (9) 35 0.1%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 62 0.1%
 
1.0 47434 80.3%
 
2.0 1881 3.2%
 
3.0 378 0.6%
 
4.0 168 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 2 0.0%
 
15.0 1 0.0%
 
17.0 3 0.0%
 
23.0 1 0.0%
 
28.0 1 0.0%
 

V78
Numeric

Distinct count 28
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1493
Minimum 0
Maximum 30
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 30
Range 30
Interquartile range 0

Descriptive statistics

Standard deviation 0.82321
Coef of variation 0.71626
Kurtosis 343.43
Mean 1.1493
MAD 0.27537
Skewness 15.229
Sum 57642
Variance 0.67767
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 45767 77.5%
 
2.0 3148 5.3%
 
3.0 606 1.0%
 
4.0 239 0.4%
 
5.0 118 0.2%
 
0.0 62 0.1%
 
6.0 60 0.1%
 
7.0 34 0.1%
 
9.0 19 0.0%
 
10.0 17 0.0%
 
Other values (17) 83 0.1%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 62 0.1%
 
1.0 45767 77.5%
 
2.0 3148 5.3%
 
3.0 606 1.0%
 
4.0 239 0.4%
 

Maximum 5 values

Value Count Frequency (%)  
23.0 1 0.0%
 
24.0 1 0.0%
 
25.0 3 0.0%
 
28.0 2 0.0%
 
30.0 1 0.0%
 

V79
Highly correlated

This variable is highly correlated with V72 and should be ignored for analysis

Correlation 0.91313

V8
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0251
Minimum 0
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.17557
Coef of variation 0.17128
Kurtosis 142.58
Mean 1.0251
MAD 0.049162
Skewness 9.1248
Sum 31873
Variance 0.030826
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 30385 51.5%
 
2.0 641 1.1%
 
3.0 58 0.1%
 
4.0 6 0.0%
 
0.0 2 0.0%
 
8.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 30385 51.5%
 
2.0 641 1.1%
 
3.0 58 0.1%
 
4.0 6 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 30385 51.5%
 
2.0 641 1.1%
 
3.0 58 0.1%
 
4.0 6 0.0%
 
8.0 1 0.0%
 

V80
Highly correlated

This variable is highly correlated with V39 and should be ignored for analysis

Correlation 0.90763

V81
Highly correlated

This variable is highly correlated with V80 and should be ignored for analysis

Correlation 0.96038

V82
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.84799
Minimum 0
Maximum 5
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 0.42143
Coef of variation 0.49697
Kurtosis 2.5052
Mean 0.84799
MAD 0.29586
Skewness -0.731
Sum 42529
Variance 0.1776
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 40365 68.4%
 
0.0 8749 14.8%
 
2.0 962 1.6%
 
3.0 69 0.1%
 
4.0 7 0.0%
 
5.0 1 0.0%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8749 14.8%
 
1.0 40365 68.4%
 
2.0 962 1.6%
 
3.0 69 0.1%
 
4.0 7 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 40365 68.4%
 
2.0 962 1.6%
 
3.0 69 0.1%
 
4.0 7 0.0%
 
5.0 1 0.0%
 

V83
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.88567
Minimum 0
Maximum 7
Zeros (%) 13.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.47059
Coef of variation 0.53134
Kurtosis 11.024
Mean 0.88567
MAD 0.29096
Skewness 0.59321
Sum 44419
Variance 0.22146
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 39741 67.3%
 
0.0 8238 13.9%
 
2.0 1939 3.3%
 
3.0 187 0.3%
 
4.0 27 0.0%
 
7.0 12 0.0%
 
5.0 7 0.0%
 
6.0 2 0.0%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8238 13.9%
 
1.0 39741 67.3%
 
2.0 1939 3.3%
 
3.0 187 0.3%
 
4.0 27 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 187 0.3%
 
4.0 27 0.0%
 
5.0 7 0.0%
 
6.0 2 0.0%
 
7.0 12 0.0%
 

V84
Highly correlated

This variable is highly correlated with V63 and should be ignored for analysis

Correlation 0.95259

V85
Highly correlated

This variable is highly correlated with V84 and should be ignored for analysis

Correlation 0.93359

V86
Numeric

Distinct count 20
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0649
Minimum 0
Maximum 28
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.42268
Coef of variation 0.39693
Kurtosis 684.43
Mean 1.0649
MAD 0.12704
Skewness 18.316
Sum 53406
Variance 0.17866
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 47688 80.8%
 
2.0 1946 3.3%
 
3.0 246 0.4%
 
0.0 87 0.1%
 
4.0 80 0.1%
 
5.0 34 0.1%
 
6.0 31 0.1%
 
7.0 12 0.0%
 
8.0 8 0.0%
 
9.0 6 0.0%
 
Other values (9) 15 0.0%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 87 0.1%
 
1.0 47688 80.8%
 
2.0 1946 3.3%
 
3.0 246 0.4%
 
4.0 80 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
14.0 1 0.0%
 
15.0 1 0.0%
 
17.0 1 0.0%
 
23.0 1 0.0%
 
28.0 1 0.0%
 

V87
Numeric

Distinct count 21
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0993
Minimum 0
Maximum 28
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 28
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.51379
Coef of variation 0.46736
Kurtosis 460.59
Mean 1.0993
MAD 0.18719
Skewness 15.508
Sum 55135
Variance 0.26398
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 46380 78.5%
 
2.0 3074 5.2%
 
3.0 378 0.6%
 
4.0 102 0.2%
 
0.0 79 0.1%
 
5.0 46 0.1%
 
6.0 32 0.1%
 
7.0 17 0.0%
 
8.0 12 0.0%
 
10.0 7 0.0%
 
Other values (10) 26 0.0%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 79 0.1%
 
1.0 46380 78.5%
 
2.0 3074 5.2%
 
3.0 378 0.6%
 
4.0 102 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
15.0 2 0.0%
 
17.0 1 0.0%
 
19.0 4 0.0%
 
23.0 1 0.0%
 
28.0 1 0.0%
 

V88
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 15.1%
Missing (n) 8901
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.99922
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.027875
Coef of variation 0.027897
Kurtosis 1281.1
Mean 0.99922
MAD 0.001554
Skewness -35.82
Sum 50114
Variance 0.00077703
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 50114 84.9%
 
0.0 39 0.1%
 
(Missing) 8901 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 39 0.1%
 
1.0 50114 84.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 39 0.1%
 
1.0 50114 84.9%
 

V89
Highly correlated

This variable is highly correlated with V68 and should be ignored for analysis

Correlation 0.95247

V9
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 47.3%
Missing (n) 27961
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0384
Minimum 0
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 1
Maximum 8
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 0.21514
Coef of variation 0.20718
Kurtosis 77.893
Mean 1.0384
MAD 0.074322
Skewness 7.0008
Sum 32288
Variance 0.046284
Memory size 461.4 KiB
Value Count Frequency (%)  
1.0 30010 50.8%
 
2.0 982 1.7%
 
3.0 86 0.1%
 
4.0 12 0.0%
 
0.0 2 0.0%
 
8.0 1 0.0%
 
(Missing) 27961 47.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 30010 50.8%
 
2.0 982 1.7%
 
3.0 86 0.1%
 
4.0 12 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 30010 50.8%
 
2.0 982 1.7%
 
3.0 86 0.1%
 
4.0 12 0.0%
 
8.0 1 0.0%
 

V90
Highly correlated

This variable is highly correlated with V69 and should be ignored for analysis

Correlation 0.92624

V91
Highly correlated

This variable is highly correlated with V90 and should be ignored for analysis

Correlation 0.95993

V92
Highly correlated

This variable is highly correlated with V72 and should be ignored for analysis

Correlation 0.93303

V93
Highly correlated

This variable is highly correlated with V92 and should be ignored for analysis

Correlation 0.96232

V94
Highly correlated

This variable is highly correlated with V79 and should be ignored for analysis

Correlation 0.90625

V95
Numeric

Distinct count 133
Unique (%) 0.2%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.92083
Minimum 0
Maximum 847
Zeros (%) 86.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 847
Range 847
Interquartile range 0

Descriptive statistics

Standard deviation 18.836
Coef of variation 20.456
Kurtosis 1096.1
Mean 0.92083
MAD 1.5905
Skewness 31.804
Sum 54340
Variance 354.8
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 50964 86.3%
 
1.0 5253 8.9%
 
2.0 1523 2.6%
 
3.0 567 1.0%
 
4.0 300 0.5%
 
5.0 109 0.2%
 
6.0 66 0.1%
 
7.0 42 0.1%
 
9.0 20 0.0%
 
8.0 17 0.0%
 
Other values (122) 151 0.3%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 50964 86.3%
 
1.0 5253 8.9%
 
2.0 1523 2.6%
 
3.0 567 1.0%
 
4.0 300 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
784.0 1 0.0%
 
785.0 1 0.0%
 
787.0 1 0.0%
 
809.0 1 0.0%
 
847.0 1 0.0%
 

V96
Highly correlated

This variable is highly correlated with V95 and should be ignored for analysis

Correlation 0.92756

V97
Highly correlated

This variable is highly correlated with V96 and should be ignored for analysis

Correlation 0.99269

V98
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.063513
Minimum 0
Maximum 6
Zeros (%) 94.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 6
Range 6
Interquartile range 0

Descriptive statistics

Standard deviation 0.28704
Coef of variation 4.5194
Kurtosis 53.884
Mean 0.063513
MAD 0.12004
Skewness 6.0053
Sum 3748
Variance 0.082391
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 55769 94.4%
 
1.0 2852 4.8%
 
2.0 315 0.5%
 
3.0 51 0.1%
 
4.0 18 0.0%
 
6.0 6 0.0%
 
5.0 1 0.0%
 
(Missing) 42 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 55769 94.4%
 
1.0 2852 4.8%
 
2.0 315 0.5%
 
3.0 51 0.1%
 
4.0 18 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 315 0.5%
 
3.0 51 0.1%
 
4.0 18 0.0%
 
5.0 1 0.0%
 
6.0 6 0.0%
 

V99
Numeric

Distinct count 66
Unique (%) 0.1%
Missing (%) 0.1%
Missing (n) 42
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.90127
Minimum 0
Maximum 86
Zeros (%) 68.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 4
Maximum 86
Range 86
Interquartile range 1

Descriptive statistics

Standard deviation 2.7162
Coef of variation 3.0137
Kurtosis 214.86
Mean 0.90127
MAD 1.2306
Skewness 11.066
Sum 53186
Variance 7.3777
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 40287 68.2%
 
1.0 8681 14.7%
 
2.0 3980 6.7%
 
3.0 2088 3.5%
 
4.0 1363 2.3%
 
5.0 744 1.3%
 
6.0 478 0.8%
 
7.0 335 0.6%
 
8.0 194 0.3%
 
9.0 178 0.3%
 
Other values (55) 684 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 40287 68.2%
 
1.0 8681 14.7%
 
2.0 3980 6.7%
 
3.0 2088 3.5%
 
4.0 1363 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
80.0 1 0.0%
 
83.0 1 0.0%
 
84.0 1 0.0%
 
85.0 1 0.0%
 
86.0 1 0.0%
 

addr1
Numeric

Distinct count 160
Unique (%) 0.3%
Missing (%) 11.3%
Missing (n) 6644
Infinite (%) 0.0%
Infinite (n) 0
Mean 291.08
Minimum 100
Maximum 536
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 126
Q1 204
Median 299
Q3 330
95-th percentile 485
Maximum 536
Range 436
Interquartile range 126

Descriptive statistics

Standard deviation 101.91
Coef of variation 0.3501
Kurtosis -0.50877
Mean 291.08
MAD 81.181
Skewness 0.37528
Sum 15256000
Variance 10385
Memory size 461.4 KiB
Value Count Frequency (%)  
299.0 4636 7.9%
 
325.0 4247 7.2%
 
204.0 4193 7.1%
 
264.0 3882 6.6%
 
330.0 2653 4.5%
 
315.0 2338 4.0%
 
441.0 2019 3.4%
 
272.0 1996 3.4%
 
123.0 1578 2.7%
 
184.0 1553 2.6%
 
Other values (149) 23315 39.5%
 
(Missing) 6644 11.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 2 0.0%
 
102.0 2 0.0%
 
105.0 1 0.0%
 
106.0 3 0.0%
 
110.0 321 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
520.0 3 0.0%
 
521.0 2 0.0%
 
527.0 1 0.0%
 
529.0 3 0.0%
 
536.0 22 0.0%
 

addr2
Numeric

Distinct count 32
Unique (%) 0.1%
Missing (%) 11.3%
Missing (n) 6644
Infinite (%) 0.0%
Infinite (n) 0
Mean 86.799
Minimum 13
Maximum 102
Zeros (%) 0.0%

Quantile statistics

Minimum 13
5-th percentile 87
Q1 87
Median 87
Q3 87
95-th percentile 87
Maximum 102
Range 89
Interquartile range 0

Descriptive statistics

Standard deviation 2.7056
Coef of variation 0.031171
Kurtosis 256.23
Mean 86.799
MAD 0.42261
Skewness -14.485
Sum 4549100
Variance 7.3202
Memory size 461.4 KiB
Value Count Frequency (%)  
87.0 51972 88.0%
 
60.0 312 0.5%
 
96.0 60 0.1%
 
32.0 8 0.0%
 
65.0 7 0.0%
 
19.0 6 0.0%
 
16.0 6 0.0%
 
31.0 6 0.0%
 
34.0 3 0.0%
 
102.0 3 0.0%
 
Other values (21) 27 0.0%
 
(Missing) 6644 11.3%
 

Minimum 5 values

Value Count Frequency (%)  
13.0 1 0.0%
 
16.0 6 0.0%
 
19.0 6 0.0%
 
21.0 1 0.0%
 
24.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
88.0 1 0.0%
 
96.0 60 0.1%
 
98.0 2 0.0%
 
101.0 1 0.0%
 
102.0 3 0.0%
 

card1
Numeric

Distinct count 6116
Unique (%) 10.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9905
Minimum 1005
Maximum 18395
Zeros (%) 0.0%

Quantile statistics

Minimum 1005
5-th percentile 2020
Q1 6019
Median 9734
Q3 14229
95-th percentile 17321
Maximum 18395
Range 17390
Interquartile range 8210

Descriptive statistics

Standard deviation 4913.3
Coef of variation 0.49604
Kurtosis -1.142
Mean 9905
MAD 4205
Skewness -0.043326
Sum 584928253
Variance 24141000
Memory size 461.4 KiB
Value Count Frequency (%)  
7919 1456 2.5%
 
9500 1383 2.3%
 
15885 1031 1.7%
 
17188 1025 1.7%
 
15066 767 1.3%
 
12695 689 1.2%
 
12544 683 1.2%
 
6019 669 1.1%
 
2803 580 1.0%
 
7585 551 0.9%
 
Other values (6106) 50220 85.0%
 

Minimum 5 values

Value Count Frequency (%)  
1005 1 0.0%
 
1006 1 0.0%
 
1007 1 0.0%
 
1008 2 0.0%
 
1010 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18384 4 0.0%
 
18385 5 0.0%
 
18390 11 0.0%
 
18393 1 0.0%
 
18395 1 0.0%
 

card2
Numeric

Distinct count 501
Unique (%) 0.8%
Missing (%) 1.5%
Missing (n) 915
Infinite (%) 0.0%
Infinite (n) 0
Mean 363.48
Minimum 100
Maximum 600
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 111
Q1 215
Median 361
Q3 512
95-th percentile 568
Maximum 600
Range 500
Interquartile range 297

Descriptive statistics

Standard deviation 157.7
Coef of variation 0.43388
Kurtosis -1.328
Mean 363.48
MAD 138.48
Skewness -0.21026
Sum 21132000
Variance 24870
Memory size 461.4 KiB
Value Count Frequency (%)  
321.0 4839 8.2%
 
111.0 4546 7.7%
 
555.0 4240 7.2%
 
490.0 3822 6.5%
 
583.0 2175 3.7%
 
170.0 1755 3.0%
 
545.0 1656 2.8%
 
194.0 1628 2.8%
 
360.0 1545 2.6%
 
514.0 1438 2.4%
 
Other values (490) 30495 51.6%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 722 1.2%
 
101.0 18 0.0%
 
102.0 31 0.1%
 
103.0 329 0.6%
 
104.0 78 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
596.0 19 0.0%
 
597.0 11 0.0%
 
598.0 7 0.0%
 
599.0 37 0.1%
 
600.0 15 0.0%
 

card3
Numeric

Distinct count 68
Unique (%) 0.1%
Missing (%) 0.3%
Missing (n) 171
Infinite (%) 0.0%
Infinite (n) 0
Mean 153.23
Minimum 100
Maximum 229
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 150
Q1 150
Median 150
Q3 150
95-th percentile 185
Maximum 229
Range 129
Interquartile range 0

Descriptive statistics

Standard deviation 11.36
Coef of variation 0.074138
Kurtosis 6.2176
Mean 153.23
MAD 6.467
Skewness 2.0402
Sum 9022500
Variance 129.05
Memory size 461.4 KiB
Value Count Frequency (%)  
150.0 52056 88.1%
 
185.0 5681 9.6%
 
106.0 150 0.3%
 
146.0 124 0.2%
 
144.0 124 0.2%
 
117.0 108 0.2%
 
119.0 80 0.1%
 
143.0 78 0.1%
 
147.0 41 0.1%
 
162.0 35 0.1%
 
Other values (57) 406 0.7%
 
(Missing) 171 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 21 0.0%
 
102.0 32 0.1%
 
106.0 150 0.3%
 
109.0 1 0.0%
 
111.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
221.0 1 0.0%
 
222.0 2 0.0%
 
223.0 4 0.0%
 
225.0 1 0.0%
 
229.0 18 0.0%
 

card4
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.3%
Missing (n) 175
visa
38498
mastercard
18914
american express
 
826
Value Count Frequency (%)  
visa 38498 65.2%
 
mastercard 18914 32.0%
 
american express 826 1.4%
 
discover 641 1.1%
 
(Missing) 175 0.3%
 

card5
Numeric

Distinct count 74
Unique (%) 0.1%
Missing (%) 0.8%
Missing (n) 487
Infinite (%) 0.0%
Infinite (n) 0
Mean 199.61
Minimum 100
Maximum 237
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 117
Q1 166
Median 226
Q3 226
95-th percentile 226
Maximum 237
Range 137
Interquartile range 60

Descriptive statistics

Standard deviation 41.049
Coef of variation 0.20564
Kurtosis -0.01117
Mean 199.61
MAD 34.827
Skewness -1.2398
Sum 11691000
Variance 1685
Memory size 461.4 KiB
Value Count Frequency (%)  
226.0 29817 50.5%
 
224.0 8192 13.9%
 
166.0 5655 9.6%
 
102.0 2785 4.7%
 
117.0 2599 4.4%
 
138.0 1932 3.3%
 
195.0 1668 2.8%
 
137.0 1197 2.0%
 
126.0 1078 1.8%
 
219.0 970 1.6%
 
Other values (63) 2674 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 94 0.2%
 
101.0 1 0.0%
 
102.0 2785 4.7%
 
104.0 2 0.0%
 
117.0 2599 4.4%
 

Maximum 5 values

Value Count Frequency (%)  
232.0 8 0.0%
 
233.0 4 0.0%
 
234.0 1 0.0%
 
236.0 61 0.1%
 
237.0 9 0.0%
 

card6
Categorical

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.3%
Missing (n) 172
debit
44084
credit
14792
debit or credit
 
4
(Missing)
 
172
Value Count Frequency (%)  
debit 44084 74.7%
 
credit 14792 25.0%
 
debit or credit 4 0.0%
 
charge card 2 0.0%
 
(Missing) 172 0.3%
 

dist1
Numeric

Distinct count 1421
Unique (%) 2.4%
Missing (%) 59.8%
Missing (n) 35342
Infinite (%) 0.0%
Infinite (n) 0
Mean 114.95
Minimum 0
Maximum 8081
Zeros (%) 3.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 9
Q3 24
95-th percentile 836
Maximum 8081
Range 8081
Interquartile range 21

Descriptive statistics

Standard deviation 357.51
Coef of variation 3.1101
Kurtosis 37.28
Mean 114.95
MAD 177.95
Skewness 5.0477
Sum 2725700
Variance 127810
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 1951 3.3%
 
1.0 1809 3.1%
 
2.0 1698 2.9%
 
4.0 1316 2.2%
 
3.0 1261 2.1%
 
5.0 1197 2.0%
 
6.0 946 1.6%
 
7.0 896 1.5%
 
9.0 818 1.4%
 
8.0 772 1.3%
 
Other values (1410) 11048 18.7%
 
(Missing) 35342 59.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1951 3.3%
 
1.0 1809 3.1%
 
2.0 1698 2.9%
 
3.0 1261 2.1%
 
4.0 1316 2.2%
 

Maximum 5 values

Value Count Frequency (%)  
4796.0 1 0.0%
 
4877.0 1 0.0%
 
4983.0 1 0.0%
 
4993.0 1 0.0%
 
8081.0 1 0.0%
 

dist2
Numeric

Distinct count 677
Unique (%) 1.1%
Missing (%) 93.5%
Missing (n) 55225
Infinite (%) 0.0%
Infinite (n) 0
Mean 242.52
Minimum 0
Maximum 11623
Zeros (%) 0.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 7
Median 45
Q3 219
95-th percentile 1066
Maximum 11623
Range 11623
Interquartile range 212

Descriptive statistics

Standard deviation 572.64
Coef of variation 2.3612
Kurtosis 78.717
Mean 242.52
MAD 294.14
Skewness 6.8202
Sum 928600
Variance 327920
Memory size 461.4 KiB
Value Count Frequency (%)  
7.0 540 0.9%
 
0.0 363 0.6%
 
1.0 138 0.2%
 
9.0 73 0.1%
 
4.0 63 0.1%
 
2.0 60 0.1%
 
68.0 55 0.1%
 
3.0 51 0.1%
 
6.0 51 0.1%
 
199.0 45 0.1%
 
Other values (666) 2390 4.0%
 
(Missing) 55225 93.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 363 0.6%
 
1.0 138 0.2%
 
2.0 60 0.1%
 
3.0 51 0.1%
 
4.0 63 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
6699.0 1 0.0%
 
6915.0 1 0.0%
 
6983.0 1 0.0%
 
7496.0 1 0.0%
 
11623.0 1 0.0%
 

id_01
Numeric

Distinct count 38
Unique (%) 0.1%
Missing (%) 75.4%
Missing (n) 44537
Infinite (%) 0.0%
Infinite (n) 0
Mean -10.245
Minimum -100
Maximum 0
Zeros (%) 3.3%

Quantile statistics

Minimum -100
5-th percentile -40
Q1 -10
Median -5
Q3 -5
95-th percentile 0
Maximum 0
Range 100
Interquartile range 5

Descriptive statistics

Standard deviation 14.409
Coef of variation -1.4065
Kurtosis 16.572
Mean -10.245
MAD 8.7494
Skewness -3.6525
Sum -148720
Variance 207.63
Memory size 461.4 KiB
Value Count Frequency (%)  
-5.0 8209 13.9%
 
0.0 1968 3.3%
 
-10.0 1140 1.9%
 
-20.0 1135 1.9%
 
-15.0 595 1.0%
 
-25.0 475 0.8%
 
-45.0 230 0.4%
 
-40.0 155 0.3%
 
-35.0 145 0.2%
 
-100.0 103 0.2%
 
Other values (27) 362 0.6%
 
(Missing) 44537 75.4%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 103 0.2%
 
-96.0 1 0.0%
 
-95.0 46 0.1%
 
-90.0 24 0.0%
 
-87.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-10.0 1140 1.9%
 
-8.0 2 0.0%
 
-7.0 2 0.0%
 
-5.0 8209 13.9%
 
0.0 1968 3.3%
 

id_02
Numeric

Distinct count 13854
Unique (%) 23.5%
Missing (%) 76.0%
Missing (n) 44883
Infinite (%) 0.0%
Infinite (n) 0
Mean 173560
Minimum 36
Maximum 996670
Zeros (%) 0.0%

Quantile statistics

Minimum 36
5-th percentile 10708
Q1 67685
Median 125260
Q3 227490
95-th percentile 511660
Maximum 996670
Range 996630
Interquartile range 159810

Descriptive statistics

Standard deviation 158260
Coef of variation 0.91185
Kurtosis 3.7823
Mean 173560
MAD 115790
Skewness 1.803
Sum 2459500000
Variance 25046000000
Memory size 461.4 KiB
Value Count Frequency (%)  
347.0 4 0.0%
 
93081.0 3 0.0%
 
94792.0 3 0.0%
 
71623.0 3 0.0%
 
114108.0 3 0.0%
 
154467.0 3 0.0%
 
97175.0 3 0.0%
 
88655.0 3 0.0%
 
198994.0 3 0.0%
 
137289.0 2 0.0%
 
Other values (13843) 14141 23.9%
 
(Missing) 44883 76.0%
 

Minimum 5 values

Value Count Frequency (%)  
36.0 1 0.0%
 
77.0 1 0.0%
 
105.0 1 0.0%
 
107.0 1 0.0%
 
142.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
983210.0 1 0.0%
 
983245.0 1 0.0%
 
984945.0 1 0.0%
 
985767.0 1 0.0%
 
996666.0 1 0.0%
 

id_03
Numeric

Distinct count 18
Unique (%) 0.0%
Missing (%) 88.7%
Missing (n) 52391
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.07204
Minimum -13
Maximum 9
Zeros (%) 10.8%

Quantile statistics

Minimum -13
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 9
Range 22
Interquartile range 0

Descriptive statistics

Standard deviation 0.64545
Coef of variation 8.9596
Kurtosis 90.511
Mean 0.07204
MAD 0.17394
Skewness -0.19226
Sum 480
Variance 0.4166
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6400 10.8%
 
3.0 78 0.1%
 
1.0 76 0.1%
 
2.0 52 0.1%
 
4.0 16 0.0%
 
6.0 10 0.0%
 
5.0 10 0.0%
 
-6.0 4 0.0%
 
-1.0 3 0.0%
 
-7.0 3 0.0%
 
Other values (7) 11 0.0%
 
(Missing) 52391 88.7%
 

Minimum 5 values

Value Count Frequency (%)  
-13.0 1 0.0%
 
-10.0 2 0.0%
 
-8.0 2 0.0%
 
-7.0 3 0.0%
 
-6.0 4 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 78 0.1%
 
4.0 16 0.0%
 
5.0 10 0.0%
 
6.0 10 0.0%
 
9.0 1 0.0%
 

id_04
Numeric

Distinct count 14
Unique (%) 0.0%
Missing (%) 88.7%
Missing (n) 52391
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.059583
Minimum -28
Maximum 0
Zeros (%) 11.2%

Quantile statistics

Minimum -28
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 28
Interquartile range 0

Descriptive statistics

Standard deviation 0.81466
Coef of variation -13.673
Kurtosis 503.08
Mean -0.059583
MAD 0.11827
Skewness -19.441
Sum -397
Variance 0.66367
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 6613 11.2%
 
-6.0 10 0.0%
 
-5.0 7 0.0%
 
-8.0 6 0.0%
 
-11.0 4 0.0%
 
-9.0 4 0.0%
 
-1.0 4 0.0%
 
-7.0 3 0.0%
 
-13.0 3 0.0%
 
-10.0 3 0.0%
 
Other values (3) 6 0.0%
 
(Missing) 52391 88.7%
 

Minimum 5 values

Value Count Frequency (%)  
-28.0 2 0.0%
 
-13.0 3 0.0%
 
-12.0 1 0.0%
 
-11.0 4 0.0%
 
-10.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-6.0 10 0.0%
 
-5.0 7 0.0%
 
-4.0 3 0.0%
 
-1.0 4 0.0%
 
0.0 6613 11.2%
 

id_05
Numeric

Distinct count 75
Unique (%) 0.1%
Missing (%) 76.7%
Missing (n) 45300
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.6124
Minimum -72
Maximum 50
Zeros (%) 15.6%

Quantile statistics

Minimum -72
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 13
Maximum 50
Range 122
Interquartile range 1

Descriptive statistics

Standard deviation 5.3188
Coef of variation 3.2986
Kurtosis 14.734
Mean 1.6124
MAD 3.011
Skewness 2.3891
Sum 22177
Variance 28.289
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 9229 15.6%
 
1.0 863 1.5%
 
2.0 541 0.9%
 
3.0 347 0.6%
 
4.0 324 0.5%
 
5.0 229 0.4%
 
6.0 226 0.4%
 
7.0 137 0.2%
 
8.0 134 0.2%
 
10.0 105 0.2%
 
Other values (64) 1619 2.7%
 
(Missing) 45300 76.7%
 

Minimum 5 values

Value Count Frequency (%)  
-72.0 1 0.0%
 
-37.0 1 0.0%
 
-32.0 1 0.0%
 
-30.0 2 0.0%
 
-26.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
41.0 1 0.0%
 
42.0 2 0.0%
 
43.0 1 0.0%
 
44.0 1 0.0%
 
50.0 1 0.0%
 

id_06
Numeric

Distinct count 90
Unique (%) 0.2%
Missing (%) 76.7%
Missing (n) 45300
Infinite (%) 0.0%
Infinite (n) 0
Mean -6.7701
Minimum -100
Maximum 0
Zeros (%) 15.4%

Quantile statistics

Minimum -100
5-th percentile -33
Q1 -6
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 100
Interquartile range 6

Descriptive statistics

Standard deviation 16.448
Coef of variation -2.4294
Kurtosis 17.226
Mean -6.7701
MAD 9.6195
Skewness -3.8684
Sum -93116
Variance 270.52
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 9111 15.4%
 
-1.0 469 0.8%
 
-5.0 382 0.6%
 
-6.0 332 0.6%
 
-9.0 269 0.5%
 
-100.0 238 0.4%
 
-10.0 211 0.4%
 
-8.0 209 0.4%
 
-11.0 189 0.3%
 
-12.0 148 0.3%
 
Other values (79) 2196 3.7%
 
(Missing) 45300 76.7%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 238 0.4%
 
-98.0 2 0.0%
 
-97.0 1 0.0%
 
-94.0 2 0.0%
 
-93.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-4.0 124 0.2%
 
-3.0 64 0.1%
 
-2.0 52 0.1%
 
-1.0 469 0.8%
 
0.0 9111 15.4%
 

id_07
Numeric

Distinct count 60
Unique (%) 0.1%
Missing (%) 99.1%
Missing (n) 58549
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.061
Minimum -32
Maximum 61
Zeros (%) 0.1%

Quantile statistics

Minimum -32
5-th percentile -3.8
Q1 4
Median 13
Q3 22
95-th percentile 31
Maximum 61
Range 93
Interquartile range 18

Descriptive statistics

Standard deviation 11.86
Coef of variation 0.90802
Kurtosis 0.80931
Mean 13.061
MAD 9.4867
Skewness -0.072625
Sum 6596
Variance 140.66
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 42 0.1%
 
16.0 23 0.0%
 
12.0 23 0.0%
 
24.0 22 0.0%
 
4.0 18 0.0%
 
5.0 18 0.0%
 
10.0 18 0.0%
 
26.0 17 0.0%
 
25.0 17 0.0%
 
27.0 17 0.0%
 
Other values (49) 290 0.5%
 
(Missing) 58549 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
-32.0 1 0.0%
 
-27.0 1 0.0%
 
-23.0 2 0.0%
 
-21.0 1 0.0%
 
-19.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
39.0 1 0.0%
 
40.0 2 0.0%
 
48.0 2 0.0%
 
49.0 1 0.0%
 
61.0 1 0.0%
 

id_08
Numeric

Distinct count 70
Unique (%) 0.1%
Missing (%) 99.1%
Missing (n) 58549
Infinite (%) 0.0%
Infinite (n) 0
Mean -39.822
Minimum -100
Maximum 0
Zeros (%) 0.0%

Quantile statistics

Minimum -100
5-th percentile -100
Q1 -50
Median -34
Q3 -24
95-th percentile -0.2
Maximum 0
Range 100
Interquartile range 26

Descriptive statistics

Standard deviation 26.539
Coef of variation -0.66646
Kurtosis 0.53253
Mean -39.822
MAD 19.713
Skewness -0.95822
Sum -20110
Variance 704.34
Memory size 461.4 KiB
Value Count Frequency (%)  
-100.0 52 0.1%
 
-33.0 28 0.0%
 
-34.0 27 0.0%
 
0.0 26 0.0%
 
-32.0 22 0.0%
 
-35.0 20 0.0%
 
-51.0 14 0.0%
 
-54.0 11 0.0%
 
-24.0 11 0.0%
 
-28.0 11 0.0%
 
Other values (59) 283 0.5%
 
(Missing) 58549 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 52 0.1%
 
-99.0 3 0.0%
 
-88.0 2 0.0%
 
-76.0 2 0.0%
 
-75.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-5.0 4 0.0%
 
-4.0 3 0.0%
 
-3.0 2 0.0%
 
-1.0 4 0.0%
 
0.0 26 0.0%
 

id_09
Numeric

Distinct count 28
Unique (%) 0.0%
Missing (%) 87.2%
Missing (n) 51523
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.10928
Minimum -36
Maximum 13
Zeros (%) 11.9%

Quantile statistics

Minimum -36
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 13
Range 49
Interquartile range 0

Descriptive statistics

Standard deviation 1.0743
Coef of variation 9.8309
Kurtosis 297.6
Mean 0.10928
MAD 0.29435
Skewness -8.2881
Sum 823
Variance 1.1542
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7031 11.9%
 
1.0 164 0.3%
 
3.0 103 0.2%
 
2.0 95 0.2%
 
4.0 33 0.1%
 
5.0 25 0.0%
 
6.0 20 0.0%
 
-6.0 9 0.0%
 
8.0 5 0.0%
 
-2.0 5 0.0%
 
Other values (17) 41 0.1%
 
(Missing) 51523 87.2%
 

Minimum 5 values

Value Count Frequency (%)  
-36.0 1 0.0%
 
-31.0 1 0.0%
 
-17.0 1 0.0%
 
-13.0 1 0.0%
 
-11.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
7.0 4 0.0%
 
8.0 5 0.0%
 
9.0 3 0.0%
 
10.0 1 0.0%
 
13.0 1 0.0%
 

id_10
Numeric

Distinct count 32
Unique (%) 0.1%
Missing (%) 87.2%
Missing (n) 51523
Infinite (%) 0.0%
Infinite (n) 0
Mean -0.28801
Minimum -100
Maximum 0
Zeros (%) 12.4%

Quantile statistics

Minimum -100
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0
Range 100
Interquartile range 0

Descriptive statistics

Standard deviation 2.5219
Coef of variation -8.7563
Kurtosis 439.22
Mean -0.28801
MAD 0.56118
Skewness -16.721
Sum -2169
Variance 6.3599
Memory size 461.4 KiB
Value Count Frequency (%)  
0.0 7337 12.4%
 
-6.0 32 0.1%
 
-1.0 16 0.0%
 
-5.0 16 0.0%
 
-8.0 13 0.0%
 
-10.0 13 0.0%
 
-7.0 12 0.0%
 
-11.0 11 0.0%
 
-9.0 10 0.0%
 
-4.0 8 0.0%
 
Other values (21) 63 0.1%
 
(Missing) 51523 87.2%
 

Minimum 5 values

Value Count Frequency (%)  
-100.0 1 0.0%
 
-56.0 1 0.0%
 
-43.0 2 0.0%
 
-42.0 1 0.0%
 
-39.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
-5.0 16 0.0%
 
-4.0 8 0.0%
 
-2.0 7 0.0%
 
-1.0 16 0.0%
 
0.0 7337 12.4%
 

id_11
Numeric

Distinct count 158
Unique (%) 0.3%
Missing (%) 76.0%
Missing (n) 44872
Infinite (%) 0.0%
Infinite (n) 0
Mean 99.743
Minimum 90
Maximum 100
Zeros (%) 0.0%

Quantile statistics

Minimum 90
5-th percentile 97.22
Q1 100
Median 100
Q3 100
95-th percentile 100
Maximum 100
Range 10
Interquartile range 0

Descriptive statistics

Standard deviation 1.1236
Coef of variation 0.011265
Kurtosis 23.175
Mean 99.743
MAD 0.4855
Skewness -4.7162
Sum 1414600
Variance 1.2625
Memory size 461.4 KiB
Value Count Frequency (%)  
100.0 13378 22.7%
 
95.08000183105469 133 0.2%
 
95.16000366210938 76 0.1%
 
97.12000274658205 49 0.1%
 
96.66999816894531 41 0.1%
 
93.5500030517578 32 0.1%
 
96.19000244140624 27 0.0%
 
95.6500015258789 22 0.0%
 
94.29000091552734 20 0.0%
 
94.0500030517578 18 0.0%
 
Other values (147) 386 0.7%
 
(Missing) 44872 76.0%
 

Minimum 5 values

Value Count Frequency (%)  
90.0 1 0.0%
 
90.1999969482422 5 0.0%
 
90.23999786376952 1 0.0%
 
90.31999969482422 1 0.0%
 
90.3499984741211 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
98.94000244140624 1 0.0%
 
98.9800033569336 1 0.0%
 
99.01000213623048 1 0.0%
 
99.04000091552734 1 0.0%
 
100.0 13378 22.7%
 

id_12
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 75.4%
Missing (n) 44537
NotFound
12420
Found
 
2097
(Missing)
44537
Value Count Frequency (%)  
NotFound 12420 21.0%
 
Found 2097 3.6%
 
(Missing) 44537 75.4%
 

id_13
Numeric

Distinct count 34
Unique (%) 0.1%
Missing (%) 78.3%
Missing (n) 46225
Infinite (%) 0.0%
Infinite (n) 0
Mean 48.017
Minimum 11
Maximum 64
Zeros (%) 0.0%

Quantile statistics

Minimum 11
5-th percentile 20
Q1 49
Median 52
Q3 52
95-th percentile 64
Maximum 64
Range 53
Interquartile range 3

Descriptive statistics

Standard deviation 11.884
Coef of variation 0.24749
Kurtosis 1.2347
Mean 48.017
MAD 8.332
Skewness -1.256
Sum 616010
Variance 141.23
Memory size 461.4 KiB
Value Count Frequency (%)  
52.0 5872 9.9%
 
49.0 2608 4.4%
 
64.0 1478 2.5%
 
33.0 969 1.6%
 
27.0 393 0.7%
 
20.0 311 0.5%
 
14.0 249 0.4%
 
63.0 145 0.2%
 
19.0 116 0.2%
 
25.0 99 0.2%
 
Other values (23) 589 1.0%
 
(Missing) 46225 78.3%
 

Minimum 5 values

Value Count Frequency (%)  
11.0 50 0.1%
 
13.0 3 0.0%
 
14.0 249 0.4%
 
15.0 37 0.1%
 
18.0 72 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
58.0 1 0.0%
 
61.0 9 0.0%
 
62.0 74 0.1%
 
63.0 145 0.2%
 
64.0 1478 2.5%
 

id_14
Numeric

Distinct count 20
Unique (%) 0.0%
Missing (%) 86.5%
Missing (n) 51077
Infinite (%) 0.0%
Infinite (n) 0
Mean -345.24
Minimum -600
Maximum 600
Zeros (%) 0.0%

Quantile statistics

Minimum -600
5-th percentile -480
Q1 -360
Median -300
Q3 -300
95-th percentile -300
Maximum 600
Range 1200
Interquartile range 60

Descriptive statistics

Standard deviation 92.925
Coef of variation -0.26916
Kurtosis 25.452
Mean -345.24
MAD 62.821
Skewness 2.6015
Sum -2753900
Variance 8635.1
Memory size 461.4 KiB
Value Count Frequency (%)  
-300.0 4419 7.5%
 
-360.0 1600 2.7%
 
-480.0 1319 2.2%
 
-420.0 458 0.8%
 
-600.0 51 0.1%
 
60.0 38 0.1%
 
-180.0 21 0.0%
 
0.0 18 0.0%
 
-240.0 13 0.0%
 
-540.0 10 0.0%
 
Other values (9) 30 0.1%
 
(Missing) 51077 86.5%
 

Minimum 5 values

Value Count Frequency (%)  
-600.0 51 0.1%
 
-540.0 10 0.0%
 
-480.0 1319 2.2%
 
-420.0 458 0.8%
 
-360.0 1600 2.7%
 

Maximum 5 values

Value Count Frequency (%)  
360.0 1 0.0%
 
420.0 2 0.0%
 
480.0 8 0.0%
 
540.0 4 0.0%
 
600.0 9 0.0%
 

id_15
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44871
Found
 
6803
New
 
6191
Unknown
 
1189
(Missing)
44871
Value Count Frequency (%)  
Found 6803 11.5%
 
New 6191 10.5%
 
Unknown 1189 2.0%
 
(Missing) 44871 76.0%
 

id_16
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 78.0%
Missing (n) 46060
Found
 
6663
NotFound
 
6331
(Missing)
46060
Value Count Frequency (%)  
Found 6663 11.3%
 
NotFound 6331 10.7%
 
(Missing) 46060 78.0%
 

id_17
Numeric

Distinct count 63
Unique (%) 0.1%
Missing (%) 76.3%
Missing (n) 45032
Infinite (%) 0.0%
Infinite (n) 0
Mean 189.66
Minimum 100
Maximum 228
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 166
Q1 166
Median 166
Q3 225
95-th percentile 225
Maximum 228
Range 128
Interquartile range 59

Descriptive statistics

Standard deviation 30.463
Coef of variation 0.16062
Kurtosis -1.3423
Mean 189.66
MAD 29.272
Skewness 0.11695
Sum 2659400
Variance 927.97
Memory size 461.4 KiB
Value Count Frequency (%)  
166.0 7833 13.3%
 
225.0 5779 9.8%
 
102.0 66 0.1%
 
159.0 42 0.1%
 
100.0 40 0.1%
 
121.0 33 0.1%
 
148.0 24 0.0%
 
191.0 18 0.0%
 
142.0 17 0.0%
 
192.0 14 0.0%
 
Other values (52) 156 0.3%
 
(Missing) 45032 76.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 40 0.1%
 
101.0 3 0.0%
 
102.0 66 0.1%
 
106.0 4 0.0%
 
107.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
219.0 1 0.0%
 
220.0 1 0.0%
 
225.0 5779 9.8%
 
226.0 1 0.0%
 
228.0 1 0.0%
 

id_18
Numeric

Distinct count 13
Unique (%) 0.0%
Missing (%) 92.2%
Missing (n) 54449
Infinite (%) 0.0%
Infinite (n) 0
Mean 14.216
Minimum 11
Maximum 29
Zeros (%) 0.0%

Quantile statistics

Minimum 11
5-th percentile 12
Q1 13
Median 15
Q3 15
95-th percentile 15
Maximum 29
Range 18
Interquartile range 2

Descriptive statistics

Standard deviation 1.5435
Coef of variation 0.10857
Kurtosis 17.176
Mean 14.216
MAD 1.1927
Skewness 2.3197
Sum 65465
Variance 2.3823
Memory size 461.4 KiB
Value Count Frequency (%)  
15.0 2618 4.4%
 
13.0 1374 2.3%
 
12.0 478 0.8%
 
18.0 57 0.1%
 
20.0 25 0.0%
 
17.0 23 0.0%
 
21.0 6 0.0%
 
24.0 6 0.0%
 
11.0 5 0.0%
 
27.0 5 0.0%
 
Other values (2) 8 0.0%
 
(Missing) 54449 92.2%
 

Minimum 5 values

Value Count Frequency (%)  
11.0 5 0.0%
 
12.0 478 0.8%
 
13.0 1374 2.3%
 
15.0 2618 4.4%
 
17.0 23 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
21.0 6 0.0%
 
24.0 6 0.0%
 
26.0 4 0.0%
 
27.0 5 0.0%
 
29.0 4 0.0%
 

id_19
Numeric

Distinct count 359
Unique (%) 0.6%
Missing (%) 76.3%
Missing (n) 45038
Infinite (%) 0.0%
Infinite (n) 0
Mean 351.21
Minimum 100
Maximum 670
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 122
Q1 266
Median 339
Q3 427
95-th percentile 607
Maximum 670
Range 570
Interquartile range 161

Descriptive statistics

Standard deviation 139.89
Coef of variation 0.39832
Kurtosis -0.77221
Mean 351.21
MAD 117.77
Skewness 0.21137
Sum 4922500
Variance 19570
Memory size 461.4 KiB
Value Count Frequency (%)  
266.0 2065 3.5%
 
410.0 1135 1.9%
 
427.0 880 1.5%
 
529.0 817 1.4%
 
312.0 593 1.0%
 
100.0 508 0.9%
 
542.0 483 0.8%
 
153.0 458 0.8%
 
215.0 455 0.8%
 
352.0 438 0.7%
 
Other values (348) 6184 10.5%
 
(Missing) 45038 76.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 508 0.9%
 
102.0 4 0.0%
 
103.0 5 0.0%
 
104.0 2 0.0%
 
105.0 5 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
665.0 4 0.0%
 
666.0 1 0.0%
 
667.0 4 0.0%
 
669.0 8 0.0%
 
670.0 1 0.0%
 

id_20
Numeric

Distinct count 209
Unique (%) 0.4%
Missing (%) 76.3%
Missing (n) 45047
Infinite (%) 0.0%
Infinite (n) 0
Mean 404.51
Minimum 100
Maximum 661
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 160.3
Q1 266
Median 472
Q3 533
95-th percentile 600
Maximum 661
Range 561
Interquartile range 267

Descriptive statistics

Standard deviation 151.15
Coef of variation 0.37367
Kurtosis -1.3199
Mean 404.51
MAD 137.29
Skewness -0.31897
Sum 5666000
Variance 22847
Memory size 461.4 KiB
Value Count Frequency (%)  
507.0 2279 3.9%
 
222.0 1092 1.8%
 
325.0 868 1.5%
 
533.0 659 1.1%
 
549.0 581 1.0%
 
214.0 569 1.0%
 
600.0 553 0.9%
 
563.0 455 0.8%
 
333.0 353 0.6%
 
595.0 335 0.6%
 
Other values (198) 6263 10.6%
 
(Missing) 45047 76.3%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 43 0.1%
 
103.0 6 0.0%
 
104.0 1 0.0%
 
107.0 59 0.1%
 
111.0 16 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
648.0 4 0.0%
 
649.0 2 0.0%
 
655.0 2 0.0%
 
660.0 2 0.0%
 
661.0 1 0.0%
 

id_21
Numeric

Distinct count 118
Unique (%) 0.2%
Missing (%) 99.1%
Missing (n) 58551
Infinite (%) 0.0%
Infinite (n) 0
Mean 372.88
Minimum 101
Maximum 854
Zeros (%) 0.0%

Quantile statistics

Minimum 101
5-th percentile 228
Q1 252
Median 252
Q3 511
95-th percentile 833.7
Maximum 854
Range 753
Interquartile range 259

Descriptive statistics

Standard deviation 204.79
Coef of variation 0.54922
Kurtosis 0.0024837
Mean 372.88
MAD 172.5
Skewness 1.2378
Sum 187560
Variance 41940
Memory size 461.4 KiB
Value Count Frequency (%)  
252.0 270 0.5%
 
228.0 17 0.0%
 
255.0 12 0.0%
 
596.0 9 0.0%
 
755.0 8 0.0%
 
576.0 8 0.0%
 
277.0 8 0.0%
 
849.0 8 0.0%
 
848.0 8 0.0%
 
770.0 5 0.0%
 
Other values (107) 150 0.3%
 
(Missing) 58551 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
101.0 1 0.0%
 
109.0 1 0.0%
 
126.0 1 0.0%
 
131.0 1 0.0%
 
142.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
839.0 3 0.0%
 
848.0 8 0.0%
 
849.0 8 0.0%
 
851.0 1 0.0%
 
854.0 3 0.0%
 

id_22
Numeric

Distinct count 10
Unique (%) 0.0%
Missing (%) 99.1%
Missing (n) 58549
Infinite (%) 0.0%
Infinite (n) 0
Mean 15.925
Minimum 14
Maximum 41
Zeros (%) 0.0%

Quantile statistics

Minimum 14
5-th percentile 14
Q1 14
Median 14
Q3 14
95-th percentile 41
Maximum 41
Range 27
Interquartile range 0

Descriptive statistics

Standard deviation 6.668
Coef of variation 0.41872
Kurtosis 9.3415
Mean 15.925
MAD 3.5217
Skewness 3.3245
Sum 8042
Variance 44.463
Memory size 461.4 KiB
Value Count Frequency (%)  
14.0 462 0.8%
 
41.0 29 0.0%
 
33.0 6 0.0%
 
21.0 2 0.0%
 
20.0 2 0.0%
 
35.0 1 0.0%
 
17.0 1 0.0%
 
31.0 1 0.0%
 
22.0 1 0.0%
 
(Missing) 58549 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
14.0 462 0.8%
 
17.0 1 0.0%
 
20.0 2 0.0%
 
21.0 2 0.0%
 
22.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
22.0 1 0.0%
 
31.0 1 0.0%
 
33.0 6 0.0%
 
35.0 1 0.0%
 
41.0 29 0.0%
 

id_23
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 99.1%
Missing (n) 58549
IP_PROXY:TRANSPARENT
 
338
IP_PROXY:ANONYMOUS
 
109
IP_PROXY:HIDDEN
 
58
(Missing)
58549
Value Count Frequency (%)  
IP_PROXY:TRANSPARENT 338 0.6%
 
IP_PROXY:ANONYMOUS 109 0.2%
 
IP_PROXY:HIDDEN 58 0.1%
 
(Missing) 58549 99.1%
 

id_24
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 99.2%
Missing (n) 58582
Infinite (%) 0.0%
Infinite (n) 0
Mean 12.684
Minimum 11
Maximum 26
Zeros (%) 0.0%

Quantile statistics

Minimum 11
5-th percentile 11
Q1 11
Median 11
Q3 15
95-th percentile 16
Maximum 26
Range 15
Interquartile range 4

Descriptive statistics

Standard deviation 2.3621
Coef of variation 0.18622
Kurtosis 4.5387
Mean 12.684
MAD 2.0869
Skewness 1.569
Sum 5987
Variance 5.5795
Memory size 461.4 KiB
Value Count Frequency (%)  
11.0 292 0.5%
 
15.0 150 0.3%
 
16.0 17 0.0%
 
18.0 5 0.0%
 
17.0 3 0.0%
 
26.0 2 0.0%
 
24.0 2 0.0%
 
12.0 1 0.0%
 
(Missing) 58582 99.2%
 

Minimum 5 values

Value Count Frequency (%)  
11.0 292 0.5%
 
12.0 1 0.0%
 
15.0 150 0.3%
 
16.0 17 0.0%
 
17.0 3 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 17 0.0%
 
17.0 3 0.0%
 
18.0 5 0.0%
 
24.0 2 0.0%
 
26.0 2 0.0%
 

id_25
Numeric

Distinct count 112
Unique (%) 0.2%
Missing (%) 99.1%
Missing (n) 58552
Infinite (%) 0.0%
Infinite (n) 0
Mean 327.48
Minimum 100
Maximum 548
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 143
Q1 321
Median 321
Q3 345
95-th percentile 509
Maximum 548
Range 448
Interquartile range 24

Descriptive statistics

Standard deviation 94.119
Coef of variation 0.2874
Kurtosis 0.40541
Mean 327.48
MAD 61.395
Skewness 0.014158
Sum 164400
Variance 8858.4
Memory size 461.4 KiB
Value Count Frequency (%)  
321.0 267 0.5%
 
205.0 21 0.0%
 
426.0 15 0.0%
 
501.0 9 0.0%
 
524.0 9 0.0%
 
509.0 8 0.0%
 
371.0 8 0.0%
 
505.0 5 0.0%
 
442.0 5 0.0%
 
123.0 4 0.0%
 
Other values (101) 151 0.3%
 
(Missing) 58552 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 1 0.0%
 
103.0 1 0.0%
 
104.0 1 0.0%
 
106.0 3 0.0%
 
110.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
525.0 1 0.0%
 
529.0 1 0.0%
 
531.0 1 0.0%
 
535.0 2 0.0%
 
548.0 1 0.0%
 

id_26
Numeric

Distinct count 50
Unique (%) 0.1%
Missing (%) 99.1%
Missing (n) 58551
Infinite (%) 0.0%
Infinite (n) 0
Mean 150.47
Minimum 100
Maximum 216
Zeros (%) 0.0%

Quantile statistics

Minimum 100
5-th percentile 100
Q1 119
Median 156
Q3 182
95-th percentile 204.9
Maximum 216
Range 116
Interquartile range 63

Descriptive statistics

Standard deviation 33.069
Coef of variation 0.21977
Kurtosis -0.97209
Mean 150.47
MAD 27.983
Skewness -0.045954
Sum 75688
Variance 1093.6
Memory size 461.4 KiB
Value Count Frequency (%)  
184.0 74 0.1%
 
161.0 69 0.1%
 
102.0 49 0.1%
 
142.0 39 0.1%
 
169.0 39 0.1%
 
100.0 39 0.1%
 
119.0 37 0.1%
 
147.0 22 0.0%
 
215.0 14 0.0%
 
146.0 10 0.0%
 
Other values (39) 111 0.2%
 
(Missing) 58551 99.1%
 

Minimum 5 values

Value Count Frequency (%)  
100.0 39 0.1%
 
102.0 49 0.1%
 
103.0 1 0.0%
 
106.0 2 0.0%
 
107.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
205.0 2 0.0%
 
206.0 1 0.0%
 
212.0 3 0.0%
 
215.0 14 0.0%
 
216.0 6 0.0%
 

id_27
Categorical

Distinct count 2
Unique (%) 0.0%
Missing (%) 99.1%
Missing (n) 58549
Found
 
505
(Missing)
58549
Value Count Frequency (%)  
Found 505 0.9%
 
(Missing) 58549 99.1%
 

id_28
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44872
Found
 
7661
New
 
6521
(Missing)
44872
Value Count Frequency (%)  
Found 7661 13.0%
 
New 6521 11.0%
 
(Missing) 44872 76.0%
 

id_29
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44872
Found
 
7531
NotFound
 
6651
(Missing)
44872
Value Count Frequency (%)  
Found 7531 12.8%
 
NotFound 6651 11.3%
 
(Missing) 44872 76.0%
 

id_30
Categorical

Distinct count 73
Unique (%) 0.1%
Missing (%) 86.9%
Missing (n) 51332
Windows 10
 
2196
Windows 7
 
1231
iOS 11.2.1
 
357
Other values (69)
 
3938
(Missing)
51332
Value Count Frequency (%)  
Windows 10 2196 3.7%
 
Windows 7 1231 2.1%
 
iOS 11.2.1 357 0.6%
 
iOS 11.1.2 345 0.6%
 
Android 7.0 271 0.5%
 
Mac OS X 10_12_6 240 0.4%
 
Mac OS X 10_11_6 237 0.4%
 
iOS 11.3.0 217 0.4%
 
Windows 8.1 186 0.3%
 
Mac OS X 10_10_5 177 0.3%
 
Other values (62) 2265 3.8%
 
(Missing) 51332 86.9%
 

id_31
Categorical

Distinct count 107
Unique (%) 0.2%
Missing (%) 76.1%
Missing (n) 44943
chrome 63.0
 
2211
mobile safari 11.0
 
1349
mobile safari generic
 
1140
Other values (103)
9411
(Missing)
44943
Value Count Frequency (%)  
chrome 63.0 2211 3.7%
 
mobile safari 11.0 1349 2.3%
 
mobile safari generic 1140 1.9%
 
ie 11.0 for desktop 902 1.5%
 
safari generic 802 1.4%
 
chrome 62.0 732 1.2%
 
chrome 64.0 701 1.2%
 
chrome 65.0 688 1.2%
 
chrome 63.0 for android 582 1.0%
 
chrome generic 483 0.8%
 
Other values (96) 4521 7.7%
 
(Missing) 44943 76.1%
 

id_32
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 86.9%
Missing (n) 51332
Infinite (%) 0.0%
Infinite (n) 0
Mean 26.495
Minimum 16
Maximum 32
Zeros (%) 0.0%

Quantile statistics

Minimum 16
5-th percentile 24
Q1 24
Median 24
Q3 32
95-th percentile 32
Maximum 32
Range 16
Interquartile range 8

Descriptive statistics

Standard deviation 3.7396
Coef of variation 0.14114
Kurtosis -1.2697
Mean 26.495
MAD 3.4549
Skewness 0.75536
Sum 204590
Variance 13.984
Memory size 461.4 KiB
Value Count Frequency (%)  
24.0 5284 8.9%
 
32.0 2423 4.1%
 
16.0 15 0.0%
 
(Missing) 51332 86.9%
 

Minimum 5 values

Value Count Frequency (%)  
16.0 15 0.0%
 
24.0 5284 8.9%
 
32.0 2423 4.1%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 15 0.0%
 
24.0 5284 8.9%
 
32.0 2423 4.1%
 

id_33
Categorical

Distinct count 119
Unique (%) 0.2%
Missing (%) 87.7%
Missing (n) 51767
1920x1080
 
1690
1366x768
 
875
1334x750
 
635
Other values (115)
 
4087
(Missing)
51767
Value Count Frequency (%)  
1920x1080 1690 2.9%
 
1366x768 875 1.5%
 
1334x750 635 1.1%
 
2208x1242 501 0.8%
 
1440x900 362 0.6%
 
1600x900 345 0.6%
 
2048x1536 334 0.6%
 
1280x800 231 0.4%
 
2560x1600 206 0.3%
 
2560x1440 196 0.3%
 
Other values (108) 1912 3.2%
 
(Missing) 51767 87.7%
 

id_34
Categorical

Distinct count 4
Unique (%) 0.0%
Missing (%) 86.9%
Missing (n) 51311
match_status:2
 
5954
match_status:1
 
1748
match_status:0
 
41
(Missing)
51311
Value Count Frequency (%)  
match_status:2 5954 10.1%
 
match_status:1 1748 3.0%
 
match_status:0 41 0.1%
 
(Missing) 51311 86.9%
 

id_35
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44871
T
 
7746
F
 
6437
(Missing)
44871
Value Count Frequency (%)  
T 7746 13.1%
 
F 6437 10.9%
 
(Missing) 44871 76.0%
 

id_36
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44871
F
13460
T
 
723
(Missing)
44871
Value Count Frequency (%)  
F 13460 22.8%
 
T 723 1.2%
 
(Missing) 44871 76.0%
 

id_37
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44871
T
11127
F
 
3056
(Missing)
44871
Value Count Frequency (%)  
T 11127 18.8%
 
F 3056 5.2%
 
(Missing) 44871 76.0%
 

id_38
Categorical

Distinct count 3
Unique (%) 0.0%
Missing (%) 76.0%
Missing (n) 44871
F
 
7339
T
 
6844
(Missing)
44871
Value Count Frequency (%)  
F 7339 12.4%
 
T 6844 11.6%
 
(Missing) 44871 76.0%
 

index
Numeric

Distinct count 59054
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 295900
Minimum 9
Maximum 590499
Zeros (%) 0.0%

Quantile statistics

Minimum 9
5-th percentile 29429
Q1 149380
Median 296980
Q3 442750
95-th percentile 560690
Maximum 590499
Range 590490
Interquartile range 293380

Descriptive statistics

Standard deviation 170180
Coef of variation 0.57513
Kurtosis -1.1932
Mean 295900
MAD 147210
Skewness -0.0085926
Sum 17474079692
Variance 28962000000
Memory size 461.4 KiB
Value Count Frequency (%)  
395263 1 0.0%
 
207920 1 0.0%
 
236582 1 0.0%
 
363556 1 0.0%
 
506914 1 0.0%
 
283550 1 0.0%
 
291867 1 0.0%
 
25625 1 0.0%
 
420888 1 0.0%
 
138262 1 0.0%
 
Other values (59044) 59044 100.0%
 

Minimum 5 values

Value Count Frequency (%)  
9 1 0.0%
 
15 1 0.0%
 
25 1 0.0%
 
49 1 0.0%
 
73 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
590437 1 0.0%
 
590443 1 0.0%
 
590459 1 0.0%
 
590478 1 0.0%
 
590499 1 0.0%
 

isFraud
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 0.035171
0
56977
1
 
2077
Value Count Frequency (%)  
0 56977 96.5%
 
1 2077 3.5%
 

Correlations

Sample

TransactionID isFraud TransactionDT TransactionAmt ProductCD card1 card2 card3 card4 card5 card6 addr1 addr2 dist1 dist2 P_emaildomain R_emaildomain C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C12 C13 C14 D1 D2 D3 D4 D5 D6 D7 D8 D9 D10 D11 D12 D13 D14 D15 M1 M2 M3 M4 M5 M6 M7 M8 M9 V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19 V20 V21 V22 V23 V24 V25 V26 V27 V28 V29 V30 V31 V32 V33 V34 V35 V36 V37 V38 V39 V40 V41 V42 V43 V44 V45 V46 V47 V48 V49 V50 V51 V52 V53 V54 V55 V56 V57 V58 V59 V60 V61 V62 V63 V64 V65 V66 V67 V68 V69 V70 V71 V72 V73 V74 V75 V76 V77 V78 V79 V80 V81 V82 V83 V84 V85 V86 V87 V88 V89 V90 V91 V92 V93 V94 V95 V96 V97 V98 V99 V100 V101 V102 V103 V104 V105 V106 V107 V108 V109 V110 V111 V112 V113 V114 V115 V116 V117 V118 V119 V120 V121 V122 V123 V124 V125 V126 V127 V128 V129 V130 V131 V132 V133 V134 V135 V136 V137 V138 V139 V140 V141 V142 V143 V144 V145 V146 V147 V148 V149 V150 V151 V152 V153 V154 V155 V156 V157 V158 V159 V160 V161 V162 V163 V164 V165 V166 V167 V168 V169 V170 V171 V172 V173 V174 V175 V176 V177 V178 V179 V180 V181 V182 V183 V184 V185 V186 V187 V188 V189 V190 V191 V192 V193 V194 V195 V196 V197 V198 V199 V200 V201 V202 V203 V204 V205 V206 V207 V208 V209 V210 V211 V212 V213 V214 V215 V216 V217 V218 V219 V220 V221 V222 V223 V224 V225 V226 V227 V228 V229 V230 V231 V232 V233 V234 V235 V236 V237 V238 V239 V240 V241 V242 V243 V244 V245 V246 V247 V248 V249 V250 V251 V252 V253 V254 V255 V256 V257 V258 V259 V260 V261 V262 V263 V264 V265 V266 V267 V268 V269 V270 V271 V272 V273 V274 V275 V276 V277 V278 V279 V280 V281 V282 V283 V284 V285 V286 V287 V288 V289 V290 V291 V292 V293 V294 V295 V296 V297 V298 V299 V300 V301 V302 V303 V304 V305 V306 V307 V308 V309 V310 V311 V312 V313 V314 V315 V316 V317 V318 V319 V320 V321 V322 V323 V324 V325 V326 V327 V328 V329 V330 V331 V332 V333 V334 V335 V336 V337 V338 V339 id_01 id_02 id_03 id_04 id_05 id_06 id_07 id_08 id_09 id_10 id_11 id_12 id_13 id_14 id_15 id_16 id_17 id_18 id_19 id_20 id_21 id_22 id_23 id_24 id_25 id_26 id_27 id_28 id_29 id_30 id_31 id_32 id_33 id_34 id_35 id_36 id_37 id_38 DeviceType DeviceInfo
346271 3333271 0 8542907 21.751 C 5812 408.0 185.0 mastercard 224.0 debit NaN NaN NaN NaN NaN NaN 1.0 4.0 0.0 1.0 0.0 1.0 1.0 1.0 0.0 2.0 2.0 2.0 3.0 1.0 32.0 32.0 0.0 NaN NaN NaN NaN 32.875 0.875 0.0 NaN NaN 32.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 0.0 1.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.0 1.0 1.0 0.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 21.7512 21.7512 21.7512 0.0 0.0 0.0 21.7512 21.7512 21.7512 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.0 3.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 21.7512 88.696602 88.696602 0.0 0.0 66.945396 21.7512 88.696602 21.7512 21.7512 21.7512 21.7512 0.0 0.0 0.0 1.0 1.0 1.0 0.0 2.0 2.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 21.7512 21.7512 21.7512 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21.7512 21.7512 21.7512 0.0 0.0 0.0 1.0 3.0 0.0 1.0 1.0 0.0 2.0 0.0 2.0 1.0 1.0 1.0 3.0 3.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 21.7512 88.696602 88.696602 0.0 66.945396 0.0 66.945396 21.7512 88.696602 21.7512 21.7512 21.7512 21.7512 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN -5.0 350555.0 0.0 0.0 0.0 0.0 NaN NaN 0.0 0.0 100.0 NotFound 33.0 NaN Found Found 225.0 NaN 266.0 325.0 NaN NaN NaN NaN NaN NaN NaN Found Found NaN chrome 64.0 for android NaN NaN NaN F F T F mobile SM-A720F Build/NRD90M
100969 3087969 0 2043478 39.000 W 3474 555.0 150.0 visa 226.0 debit 324.0 87.0 NaN NaN gmail.com NaN 1.0 1.0 0.0 0.0 0.0 1.0 0.0 0.0 1.0 0.0 2.0 0.0 2.0 1.0 251.0 5.0 0.0 251.0 0.0 NaN NaN NaN NaN 251.0 NaN NaN NaN NaN 251.0 NaN NaN NaN M1 F F NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 0.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0000 0.0000 0.0000 0.0 0.0 0.0 0.0000 0.0000 0.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.0 3.0 0.0 0.0 0.0 0.0 2.0 0.0 2.0 0.0 0.0 2.0 2.0 2.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 39.0000 141.990005 141.990005 0.0 102.989998 0.0 102.989998 0.0000 0.000000 0.0000 39.0000 39.0000 39.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
263455 3250455 0 6366269 30.000 W 17400 174.0 150.0 visa 226.0 debit 181.0 87.0 6.0 NaN anonymous.com NaN 2.0 2.0 0.0 0.0 0.0 1.0 0.0 0.0 3.0 0.0 1.0 1.0 11.0 2.0 89.0 89.0 2.0 94.0 2.0 NaN NaN NaN NaN 89.0 85.0 NaN NaN NaN 94.0 T T F M0 T T F F T 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 1.0 2.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 2.0 1.0 2.0 0.0 0.0 1.0 0.0 0.0 1.0 2.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 2.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 2.0 1.0 2.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 2.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 3.0 1.0 0.0 3.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0000 320.0000 44.0000 0.0 320.0 44.0 0.0000 0.0000 0.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 1.0 0.0 0.0 0.0 0.0 3.0 0.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0000 320.000000 44.000000 0.0 320.000000 0.0 44.000000 0.0000 0.000000 0.0000 0.0000 0.0000 0.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
515960 3502960 0 13507415 43.000 W 10112 360.0 150.0 visa 166.0 debit 126.0 87.0 28.0 NaN gmail.com NaN 2.0 3.0 0.0 0.0 0.0 2.0 0.0 0.0 2.0 0.0 1.0 1.0 4.0 2.0 28.0 28.0 28.0 44.0 28.0 NaN NaN NaN NaN 28.0 44.0 NaN NaN NaN 44.0 T T T M0 F F NaN NaN NaN 1.0 1.0 2.0 1.0 2.0 1.0 1.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 2.0 0.0 0.0 0.0 1.0 2.0 0.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 0.0000 117.0000 0.0000 0.0 117.0 0.0 0.0000 0.0000 0.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.0 0.0 0.0 1.0 1.0 0.0 1.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0000 117.000000 0.000000 0.0 117.000000 0.0 0.000000 117.0000 117.000000 117.0000 0.0000 0.0000 0.0000 0.0 0.0 0.0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
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